DataFrame
NO COMPARISON TARGET
98
ROWS
0
DUPLICATES
64.6 kb
RAM
76
FEATURES
1
CATEGORICAL
75
NUMERICAL
0
TEXT
2.1.4
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
ingot_mean
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
507
95%
485
Q3
437
AVG
359
MEDIAN
306
Q1
302
5%
298
MIN
298
RANGE
209
IQR
134
STD
75.0
VAR
5,632
KURT.
-1.13
SKEW
0.787
SUM
35,231
2
ingot_median
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
531
95%
503
Q3
484
AVG
359
MEDIAN
302
Q1
302
5%
298
MIN
298
RANGE
233
IQR
181
STD
87.7
VAR
7,692
KURT.
-1.16
SKEW
0.906
SUM
35,146
3
ingot_sum
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
114k
95%
90k
Q3
64k
MEDIAN
52k
AVG
49k
Q1
29k
5%
4k
MIN
1k
RANGE
113k
IQR
34,701
STD
26,357
VAR
694.7M
KURT.
-0.589
SKEW
-0.010
SUM
4.8M
4
ingot_std
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
111
95%
96
Q3
58
AVG
31
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
111
IQR
57.8
STD
36.8
VAR
1,352
KURT.
-1.06
SKEW
0.681
SUM
3,069
5
ingot_min
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
95
(97%)
ZEROES:
---
MAX
503
95%
302
Q3
302
AVG
308
MEDIAN
302
Q1
297
5%
296
MIN
295
RANGE
208
IQR
5.14
STD
38.6
VAR
1,488
KURT.
20.6
SKEW
4.69
SUM
30,157
6
ingot_max
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
576
95%
517
Q3
501
MEDIAN
468
AVG
405
Q1
303
5%
299
MIN
299
RANGE
277
IQR
198
STD
103
VAR
10,507
KURT.
-1.95
SKEW
0.011
SUM
39,716
7
ingot_skew
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
7.4
95%
3.2
Q3
0.7
MEDIAN
0.1
AVG
-0.0
Q1
-0.5
5%
-3.9
MIN
-4.3
RANGE
11.7
IQR
1.27
STD
2.08
VAR
4.34
KURT.
1.79
SKEW
0.281
SUM
-3.28
8
ingot_kurt
VALUES:
95
(97%)
MISSING:
3
(3%)
DISTINCT:
95
(97%)
ZEROES:
---
MAX
53.6
95%
14.9
Q3
4.0
AVG
3.5
MEDIAN
0.3
Q1
-0.3
5%
-1.9
MIN
-2.0
RANGE
55.6
IQR
4.33
STD
8.17
VAR
66.8
KURT.
15.9
SKEW
3.45
SUM
337
9
ingot_var
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
12,276
95%
9,212
Q3
3,374
AVG
2,319
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
12,276
IQR
3,374
STD
3,339
VAR
11.2M
KURT.
0.536
SKEW
1.34
SUM
227k
10
ingot_rms
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
507
95%
489
Q3
445
AVG
362
MEDIAN
307
Q1
302
5%
298
MIN
298
RANGE
209
IQR
142
STD
76.6
VAR
5,871
KURT.
-1.26
SKEW
0.714
SUM
35,511
11
ingot_ptp
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
279
95%
216
Q3
200
AVG
98
MEDIAN
6
Q1
2
5%
1
MIN
0
RANGE
279
IQR
199
STD
102
VAR
10,504
KURT.
-1.92
SKEW
0.178
SUM
9,559
12
ingot_crest
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
1.671
95%
1.542
Q3
1.178
AVG
1.118
MEDIAN
1.007
Q1
1.003
5%
1.002
MIN
1.000
RANGE
0.671
IQR
0.175
STD
0.184
VAR
0.034
KURT.
1.25
SKEW
1.59
SUM
110
13
ingot_shape
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
1.036
95%
1.030
Q3
1.013
AVG
1.007
MEDIAN
1.000
Q1
1.000
5%
1.000
MIN
1.000
RANGE
0.036
IQR
0.013
STD
0.011
VAR
1.14e-4
KURT.
0.164
SKEW
1.28
SUM
98.7
14
ingot_impulse
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
1.683
95%
1.565
Q3
1.194
AVG
1.127
MEDIAN
1.007
Q1
1.003
5%
1.002
MIN
1.000
RANGE
0.683
IQR
0.191
STD
0.194
VAR
0.038
KURT.
0.833
SKEW
1.48
SUM
110
15
ingot_margin
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
0.005
95%
0.005
Q3
0.003
MEDIAN
0.003
AVG
0.003
Q1
0.003
5%
0.002
MIN
0.002
RANGE
0.003
IQR
7.70e-4
STD
7.95e-4
VAR
6.32e-7
KURT.
0.520
SKEW
0.641
SUM
0.319
16
discharge_mean
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
194
95%
157
Q3
143
MEDIAN
107
AVG
83
Q1
19
5%
4
MIN
4
RANGE
190
IQR
124
STD
63.4
VAR
4,022
KURT.
-1.66
SKEW
-0.114
SUM
8,089
17
discharge_median
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
97
(99%)
ZEROES:
---
MAX
192
95%
179
Q3
164
MEDIAN
116
AVG
95
Q1
8
5%
4
MIN
4
RANGE
188
IQR
157
STD
72.7
VAR
5,280
KURT.
-1.75
SKEW
-0.232
SUM
9,298
18
discharge_sum
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
31,520
95%
27,799
Q3
19,735
AVG
11,300
MEDIAN
8,530
Q1
1,496
5%
78
MIN
12
RANGE
31,508
IQR
18,239
STD
10,263
VAR
105.3M
KURT.
-1.35
SKEW
0.426
SUM
1.1M
19
discharge_std
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
79.9
95%
74.1
Q3
62.4
AVG
28.0
MEDIAN
8.5
Q1
0.2
5%
0.1
MIN
0.0
RANGE
79.8
IQR
62.2
STD
30.5
VAR
929
KURT.
-1.70
SKEW
0.386
SUM
2,743
20
discharge_min
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
97
(99%)
ZEROES:
---
MAX
181
95%
144
Q3
19
AVG
31
MEDIAN
12
Q1
4
5%
4
MIN
3
RANGE
177
IQR
15.2
STD
49.3
VAR
2,428
KURT.
2.24
SKEW
1.94
SUM
3,011
21
discharge_max
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
225
95%
224
Q3
185
MEDIAN
128
AVG
113
Q1
20
5%
4
MIN
4
RANGE
221
IQR
165
STD
88.0
VAR
7,739
KURT.
-1.68
SKEW
-0.143
SUM
11,085
22
discharge_skew
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.24
95%
0.92
Q3
0.12
MEDIAN
-0.29
AVG
-0.46
Q1
-1.10
5%
-1.72
MIN
-3.81
RANGE
6.04
IQR
1.22
STD
0.905
VAR
0.818
KURT.
1.71
SKEW
-0.323
SUM
-45.2
23
discharge_kurt
VALUES:
95
(97%)
MISSING:
3
(3%)
DISTINCT:
95
(97%)
ZEROES:
---
MAX
32.3
95%
3.2
Q3
0.4
AVG
0.3
MEDIAN
-0.1
Q1
-1.0
5%
-1.5
MIN
-1.9
RANGE
34.2
IQR
1.36
STD
3.56
VAR
12.6
KURT.
71.8
SKEW
8.00
SUM
25.1
24
discharge_var
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
6,377
95%
5,498
Q3
3,892
AVG
1,703
MEDIAN
73
Q1
0
5%
0
MIN
0
RANGE
6,377
IQR
3,892
STD
2,095
VAR
4.4M
KURT.
-1.23
SKEW
0.657
SUM
167k
25
discharge_rms
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
194
95%
167
Q3
155
MEDIAN
113
AVG
89
Q1
19
5%
4
MIN
4
RANGE
190
IQR
135
STD
67.7
VAR
4,580
KURT.
-1.72
SKEW
-0.196
SUM
8,739
26
discharge_ptp
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
207
95%
205
Q3
181
AVG
82
MEDIAN
31
Q1
1
5%
0
MIN
0
RANGE
207
IQR
179
STD
87.5
VAR
7,648
KURT.
-1.73
SKEW
0.346
SUM
8,073
27
discharge_crest
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.98
95%
1.43
Q3
1.36
AVG
1.21
MEDIAN
1.11
Q1
1.05
5%
1.03
MIN
1.00
RANGE
1.97
IQR
0.308
STD
0.235
VAR
0.055
KURT.
32.1
SKEW
4.49
SUM
118
28
discharge_shape
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.23
95%
1.22
Q3
1.11
AVG
1.07
MEDIAN
1.00
Q1
1.00
5%
1.00
MIN
1.00
RANGE
1.23
IQR
0.106
STD
0.139
VAR
0.019
KURT.
50.5
SKEW
6.23
SUM
105
29
discharge_impulse
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
6.64
95%
1.68
Q3
1.49
AVG
1.32
MEDIAN
1.12
Q1
1.05
5%
1.03
MIN
1.00
RANGE
5.64
IQR
0.432
STD
0.595
VAR
0.354
KURT.
66.8
SKEW
7.50
SUM
129
30
discharge_margin
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
0.345
95%
0.280
Q3
0.201
AVG
0.085
MEDIAN
0.014
Q1
0.010
5%
0.007
MIN
0.006
RANGE
0.340
IQR
0.191
STD
0.114
VAR
0.013
KURT.
-0.684
SKEW
1.10
SUM
8.37
31
mould_mean
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
388
95%
378
Q3
342
MEDIAN
327
AVG
286
Q1
210
5%
178
MIN
151
RANGE
237
IQR
132
STD
73.4
VAR
5,383
KURT.
-1.52
SKEW
-0.375
SUM
27,986
32
mould_median
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
388
95%
380
Q3
343
MEDIAN
327
AVG
286
Q1
208
5%
174
MIN
150
RANGE
238
IQR
135
STD
75.4
VAR
5,685
KURT.
-1.49
SKEW
-0.404
SUM
28,019
33
mould_sum
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
74,857
95%
65,862
Q3
53,577
MEDIAN
38,657
AVG
38,211
Q1
23,100
5%
3,018
MIN
573
RANGE
74,284
IQR
30,477
STD
20,298
VAR
412.0M
KURT.
-0.957
SKEW
-0.216
SUM
3.7M
34
mould_std
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
112
95%
31
Q3
1
AVG
5
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
111
IQR
0.678
STD
18.4
VAR
340
KURT.
19.3
SKEW
4.41
SUM
534
35
mould_min
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
385
95%
375
Q3
337
MEDIAN
324
AVG
276
Q1
201
5%
154
MIN
149
RANGE
236
IQR
137
STD
77.2
VAR
5,966
KURT.
-1.58
SKEW
-0.305
SUM
27,083
36
mould_max
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
417
95%
389
Q3
347
MEDIAN
332
AVG
294
Q1
213
5%
182
MIN
152
RANGE
265
IQR
134
STD
76.3
VAR
5,821
KURT.
-1.40
SKEW
-0.402
SUM
28,847
37
mould_skew
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
3.16
95%
1.76
Q3
0.49
AVG
0.16
MEDIAN
0.06
Q1
-0.14
5%
-0.80
MIN
-3.01
RANGE
6.17
IQR
0.630
STD
0.900
VAR
0.810
KURT.
4.03
SKEW
-0.074
SUM
15.7
38
mould_kurt
VALUES:
95
(97%)
MISSING:
3
(3%)
DISTINCT:
95
(97%)
ZEROES:
---
MAX
25.0
95%
10.9
Q3
0.6
AVG
1.2
MEDIAN
-0.0
Q1
-0.5
5%
-0.9
MIN
-1.6
RANGE
26.6
IQR
1.12
STD
4.14
VAR
17.2
KURT.
14.2
SKEW
3.59
SUM
112
39
mould_var
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
12,448
95%
1,044
Q3
2
AVG
366
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
12,448
IQR
1.27
STD
1,715
VAR
2.9M
KURT.
31.7
SKEW
5.45
SUM
35,872
40
mould_rms
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
388
95%
378
Q3
342
MEDIAN
327
AVG
286
Q1
210
5%
180
MIN
151
RANGE
237
IQR
132
STD
73.1
VAR
5,342
KURT.
-1.51
SKEW
-0.386
SUM
28,056
41
mould_ptp
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
97
(99%)
ZEROES:
---
MAX
265
95%
90
Q3
8
AVG
18
MEDIAN
5
Q1
3
5%
2
MIN
0
RANGE
265
IQR
5.39
STD
52.6
VAR
2,765
KURT.
15.8
SKEW
4.12
SUM
1,764
42
mould_crest
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.19
95%
1.07
Q3
1.01
AVG
1.03
MEDIAN
1.01
Q1
1.01
5%
1.00
MIN
1.00
RANGE
1.18
IQR
0.007
STD
0.137
VAR
0.019
KURT.
57.2
SKEW
7.34
SUM
101
43
mould_shape
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
1.116
95%
1.008
Q3
1.000
AVG
1.003
MEDIAN
1.000
Q1
1.000
5%
1.000
MIN
1.000
RANGE
0.116
IQR
6.57e-6
STD
0.015
VAR
2.35e-4
KURT.
38.5
SKEW
6.06
SUM
98.3
44
mould_impulse
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.37
95%
1.08
Q3
1.01
AVG
1.04
MEDIAN
1.01
Q1
1.01
5%
1.00
MIN
1.00
RANGE
1.37
IQR
0.007
STD
0.163
VAR
0.027
KURT.
52.7
SKEW
7.08
SUM
102
45
mould_margin
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
0.014
95%
0.006
Q3
0.005
AVG
0.004
MEDIAN
0.003
Q1
0.003
5%
0.003
MIN
0.003
RANGE
0.011
IQR
0.002
STD
0.002
VAR
2.39e-6
KURT.
14.4
SKEW
2.88
SUM
0.387
46
oil_pressure_mean
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
446
95%
444
Q3
438
MEDIAN
419
AVG
371
Q1
403
5%
101
MIN
96
RANGE
350
IQR
35.4
STD
120
VAR
14,301
KURT.
1.38
SKEW
-1.79
SUM
36,362
47
oil_pressure_median
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
96
(98%)
ZEROES:
---
MAX
446
95%
444
Q3
438
MEDIAN
419
AVG
371
Q1
403
5%
101
MIN
96
RANGE
350
IQR
35.0
STD
121
VAR
14,713
KURT.
1.36
SKEW
-1.80
SUM
36,353
48
oil_pressure_sum
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
88,219
95%
81,504
Q3
73,741
MEDIAN
59,553
AVG
50,199
Q1
22,742
5%
1,838
MIN
302
RANGE
87,917
IQR
50,999
STD
27,617
VAR
762.7M
KURT.
-1.25
SKEW
-0.498
SUM
4.9M
49
oil_pressure_std
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
140
95%
1
Q3
1
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
140
IQR
0.378
STD
19.4
VAR
376
KURT.
46.5
SKEW
6.89
SUM
318
50
oil_pressure_min
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
446
95%
443
Q3
437
MEDIAN
418
AVG
367
Q1
401
5%
101
MIN
95
RANGE
351
IQR
35.8
STD
124
VAR
15,370
KURT.
1.01
SKEW
-1.70
SUM
35,961
51
oil_pressure_max
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
447
95%
445
Q3
439
MEDIAN
420
AVG
375
Q1
404
5%
101
MIN
96
RANGE
350
IQR
34.4
STD
118
VAR
13,997
KURT.
1.75
SKEW
-1.90
SUM
36,747
52
oil_pressure_skew
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.00
95%
1.06
Q3
0.28
MEDIAN
-0.08
AVG
-0.16
Q1
-0.49
5%
-1.81
MIN
-3.63
RANGE
5.63
IQR
0.764
STD
0.959
VAR
0.919
KURT.
2.75
SKEW
-1.06
SUM
-16.1
53
oil_pressure_kurt
VALUES:
95
(97%)
MISSING:
3
(3%)
DISTINCT:
95
(97%)
ZEROES:
---
MAX
20.3
95%
4.5
Q3
0.7
AVG
0.6
MEDIAN
-0.2
Q1
-1.0
5%
-1.5
MIN
-1.9
RANGE
22.2
IQR
1.71
STD
3.26
VAR
10.6
KURT.
19.0
SKEW
4.01
SUM
58.1
54
oil_pressure_var
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
19,585
95%
2
Q3
0
AVG
382
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
19,585
IQR
0.270
STD
2,663
VAR
7.1M
KURT.
46.9
SKEW
6.91
SUM
37,476
55
oil_pressure_rms
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
446
95%
444
Q3
438
MEDIAN
419
AVG
372
Q1
403
5%
101
MIN
96
RANGE
350
IQR
35.4
STD
119
VAR
14,126
KURT.
1.49
SKEW
-1.82
SUM
36,436
56
oil_pressure_ptp
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
309
95%
5
Q3
2
AVG
8
MEDIAN
2
Q1
1
5%
0
MIN
0
RANGE
309
IQR
1.55
STD
43.3
VAR
1,877
KURT.
46.3
SKEW
6.88
SUM
786
57
oil_pressure_crest
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
1.742
95%
1.006
Q3
1.003
AVG
1.011
MEDIAN
1.002
Q1
1.001
5%
1.000
MIN
1.000
RANGE
0.742
IQR
0.002
STD
0.076
VAR
0.006
KURT.
89.7
SKEW
9.35
SUM
99.1
58
oil_pressure_shape
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
1.252
95%
1.000
Q3
1.000
AVG
1.003
MEDIAN
1.000
Q1
1.000
5%
1.000
MIN
1.000
RANGE
0.252
IQR
1.07e-6
STD
0.027
VAR
7.10e-4
KURT.
80.4
SKEW
8.78
SUM
98.3
59
oil_pressure_impulse
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.18
95%
1.01
Q3
1.00
AVG
1.02
MEDIAN
1.00
Q1
1.00
5%
1.00
MIN
1.00
RANGE
1.18
IQR
0.002
STD
0.121
VAR
0.015
KURT.
89.6
SKEW
9.34
SUM
99.7
60
oil_pressure_margin
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
0.012
95%
0.010
Q3
0.002
AVG
0.004
MEDIAN
0.002
Q1
0.002
5%
0.002
MIN
0.002
RANGE
0.010
IQR
2.02e-4
STD
0.003
VAR
8.41e-6
KURT.
1.54
SKEW
1.86
SUM
0.358
61
bucket_mean
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
621
95%
558
Q3
551
MEDIAN
537
AVG
425
Q1
244
5%
238
MIN
237
RANGE
383
IQR
308
STD
151
VAR
22,652
KURT.
-1.85
SKEW
-0.384
SUM
41,631
62
bucket_median
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
621
95%
565
Q3
560
MEDIAN
542
AVG
430
Q1
244
5%
238
MIN
237
RANGE
383
IQR
317
STD
155
VAR
23,895
KURT.
-1.85
SKEW
-0.409
SUM
42,154
63
bucket_sum
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
113k
95%
105k
Q3
89k
AVG
57k
MEDIAN
48k
Q1
34k
5%
4k
MIN
1k
RANGE
112k
IQR
55,236
STD
33,456
VAR
1.1B
KURT.
-1.27
SKEW
0.031
SUM
5.6M
64
bucket_std
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
137
95%
25
Q3
16
AVG
12
MEDIAN
2
Q1
1
5%
0
MIN
0
RANGE
137
IQR
15.6
STD
21.9
VAR
479
KURT.
20.3
SKEW
4.22
SUM
1,146
65
bucket_min
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
620
95%
551
Q3
514
MEDIAN
501
AVG
397
Q1
243
5%
235
MIN
234
RANGE
386
IQR
271
STD
139
VAR
19,340
KURT.
-1.90
SKEW
-0.203
SUM
38,901
66
bucket_max
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
648
95%
569
Q3
565
MEDIAN
549
AVG
438
Q1
245
5%
240
MIN
239
RANGE
409
IQR
320
STD
157
VAR
24,621
KURT.
-1.80
SKEW
-0.443
SUM
42,962
67
bucket_skew
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
3.25
95%
0.85
Q3
0.10
AVG
-0.67
MEDIAN
-0.72
Q1
-1.33
5%
-2.38
MIN
-6.21
RANGE
9.46
IQR
1.43
STD
1.25
VAR
1.57
KURT.
4.11
SKEW
-0.752
SUM
-65.2
68
bucket_kurt
VALUES:
95
(97%)
MISSING:
3
(3%)
DISTINCT:
95
(97%)
ZEROES:
---
MAX
50.6
95%
7.4
Q3
0.9
AVG
1.6
MEDIAN
0.2
Q1
-0.4
5%
-1.2
MIN
-1.6
RANGE
52.2
IQR
1.32
STD
5.92
VAR
35.0
KURT.
51.4
SKEW
6.56
SUM
149
69
bucket_var
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
18,878
95%
631
Q3
265
AVG
611
MEDIAN
6
Q1
0
5%
0
MIN
0
RANGE
18,878
IQR
265
STD
2,666
VAR
7.1M
KURT.
37.1
SKEW
6.01
SUM
59,873
70
bucket_rms
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
621
95%
558
Q3
552
MEDIAN
537
AVG
425
Q1
244
5%
238
MIN
237
RANGE
383
IQR
308
STD
151
VAR
22,672
KURT.
-1.84
SKEW
-0.393
SUM
41,699
71
bucket_ptp
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
406
95%
142
Q3
54
AVG
41
MEDIAN
12
Q1
3
5%
1
MIN
0
RANGE
406
IQR
51.2
STD
71.1
VAR
5,062
KURT.
13.6
SKEW
3.54
SUM
4,060
72
bucket_crest
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.31
95%
1.04
Q3
1.02
AVG
1.03
MEDIAN
1.01
Q1
1.01
5%
1.00
MIN
1.00
RANGE
1.31
IQR
0.019
STD
0.134
VAR
0.018
KURT.
88.9
SKEW
9.25
SUM
101
73
bucket_shape
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
1.048
95%
1.001
Q3
1.000
AVG
1.002
MEDIAN
1.000
Q1
1.000
5%
1.000
MIN
1.000
RANGE
0.048
IQR
4.31e-4
STD
0.008
VAR
6.19e-5
KURT.
28.6
SKEW
5.44
SUM
98.2
74
bucket_impulse
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
2.42
95%
1.04
Q3
1.02
AVG
1.03
MEDIAN
1.01
Q1
1.01
5%
1.00
MIN
1.00
RANGE
1.42
IQR
0.020
STD
0.146
VAR
0.021
KURT.
86.0
SKEW
9.06
SUM
101
75
bucket_margin
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
98
(100%)
ZEROES:
---
MAX
0.009
95%
0.004
Q3
0.004
AVG
0.003
MEDIAN
0.002
Q1
0.002
5%
0.002
MIN
0.002
RANGE
0.007
IQR
0.002
STD
0.001
VAR
1.65e-6
KURT.
3.43
SKEW
1.33
SUM
0.279
76
final label
VALUES:
98
(100%)
MISSING:
---
DISTINCT:
2
(2%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
ingot_mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_rms
1.00
ingot_median
0.95
ingot_max
0.78
discharge_max
0.73
discharge_sum
0.72
discharge_rms
0.71
discharge_mean
0.71
ingot_margin
-0.70
discharge_median
0.70
discharge_ptp
0.65
bucket_mean
0.65
bucket_rms
0.65
ingot_skew
-0.65
bucket_median
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.22
MOST FREQUENT VALUES
302.7127412260261
1
1.0%
465.46289345742633
1
1.0%
480.6377065023474
1
1.0%
488.1399462832849
1
1.0%
501.1820464885047
1
1.0%
478.98789106160746
1
1.0%
477.7542241590522
1
1.0%
445.1960985597297
1
1.0%
474.41887508222726
1
1.0%
473.0292129605247
1
1.0%
475.3454279781689
1
1.0%
297.6929823706682
1
1.0%
302.21124185083016
1
1.0%
302.1433482281212
1
1.0%
302.1849451456491
1
1.0%
SMALLEST VALUES
297.6929823706682
1
1.0%
297.73310915126945
1
1.0%
297.74662308023426
1
1.0%
297.7641895813339
1
1.0%
297.7670612755545
1
1.0%
297.7770883285956
1
1.0%
297.7776521464503
1
1.0%
297.785621235102
1
1.0%
297.8085682918184
1
1.0%
297.8144867260994
1
1.0%
297.8304215357931
1
1.0%
297.8333111325578
1
1.0%
297.84464380254417
1
1.0%
297.8539828333159
1
1.0%
297.8884548813949
1
1.0%
LARGEST VALUES
507.0213150656527
1
1.0%
501.1820464885047
1
1.0%
491.5498550614517
1
1.0%
488.1399462832849
1
1.0%
486.2547752166839
1
1.0%
485.169747904402
1
1.0%
484.686329097333
1
1.0%
482.3492754983681
1
1.0%
481.2733107678513
1
1.0%
480.6377065023474
1
1.0%
479.5536824693011
1
1.0%
478.98789106160746
1
1.0%
477.7542241590522
1
1.0%
477.3638635763048
1
1.0%
475.8743536999231
1
1.0%
ingot_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_mean
0.95
ingot_rms
0.94
ingot_margin
-0.75
ingot_skew
-0.66
ingot_max
0.66
discharge_max
0.64
discharge_sum
0.64
discharge_mean
0.63
discharge_rms
0.63
discharge_median
0.62
discharge_ptp
0.58
bucket_mean
0.56
bucket_rms
0.56
bucket_median
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.21
MOST FREQUENT VALUES
302.91971555897885
1
1.0%
484.69057829483694
1
1.0%
495.2022945605197
1
1.0%
494.9677808357008
1
1.0%
501.1158784906915
1
1.0%
486.4948064630682
1
1.0%
485.9592249773551
1
1.0%
482.7976923403533
1
1.0%
488.88237847222223
1
1.0%
491.24013048537233
1
1.0%
489.1430096293605
1
1.0%
297.7939628832268
1
1.0%
302.1713465860445
1
1.0%
302.11796638944736
1
1.0%
302.1771992722603
1
1.0%
SMALLEST VALUES
297.6743861607143
1
1.0%
297.72397248641306
1
1.0%
297.74565568207004
1
1.0%
297.76074342053346
1
1.0%
297.7629406325483
1
1.0%
297.7792358398437
1
1.0%
297.78409090909093
1
1.0%
297.7939628832268
1
1.0%
297.8345836292614
1
1.0%
297.8391150272254
1
1.0%
297.8445095486111
1
1.0%
297.84623579545456
1
1.0%
297.8627232142857
1
1.0%
297.86437516055673
1
1.0%
297.8854313252135
1
1.0%
LARGEST VALUES
530.6801155821918
1
1.0%
507.3477967144692
1
1.0%
507.23659567636986
1
1.0%
504.6918477097603
1
1.0%
504.24470248287673
1
1.0%
502.840057791096
1
1.0%
501.1158784906915
1
1.0%
496.6289433170127
1
1.0%
495.2022945605197
1
1.0%
494.9677808357008
1
1.0%
494.1700236002605
1
1.0%
491.5209626498288
1
1.0%
491.24013048537233
1
1.0%
489.1430096293605
1
1.0%
488.96782986359415
1
1.0%
ingot_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_sum
0.94
bucket_sum
0.89
oil_pressure_sum
0.82
discharge_sum
0.71
ingot_ptp
0.63
discharge_ptp
0.63
ingot_rms
0.56
ingot_mean
0.56
discharge_std
0.56
ingot_max
0.55
discharge_var
0.53
ingot_median
0.51
ingot_std
0.51
discharge_skew
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.29
MOST FREQUENT VALUES
908.1382236780782
1
1.0%
87041.56107653872
1
1.0%
73056.93138835681
1
1.0%
97627.989256657
1
1.0%
25560.284370913738
1
1.0%
91486.68719276704
1
1.0%
85040.2519003113
1
1.0%
84587.25872634865
1
1.0%
74483.76338790968
1
1.0%
53452.301064539286
1
1.0%
64171.6327770528
1
1.0%
19052.350871722763
1
1.0%
29012.279217679697
1
1.0%
53781.515984605576
1
1.0%
42305.89232039088
1
1.0%
SMALLEST VALUES
906.39559699629
1
1.0%
907.3880893833286
1
1.0%
908.1382236780782
1
1.0%
1208.037451798572
1
1.0%
3632.395262488755
1
1.0%
4232.365269209483
1
1.0%
5741.590721798206
1
1.0%
6045.831230158672
1
1.0%
7263.554100570569
1
1.0%
11790.049443674969
1
1.0%
12089.188560348786
1
1.0%
13898.351294857806
1
1.0%
14222.873547766292
1
1.0%
15118.468166182643
1
1.0%
18147.065456455744
1
1.0%
LARGEST VALUES
113928.08893753876
1
1.0%
97627.989256657
1
1.0%
97078.36815478432
1
1.0%
91486.68719276704
1
1.0%
90479.38242435604
1
1.0%
89744.4063523453
1
1.0%
88512.21616428896
1
1.0%
87728.22556661727
1
1.0%
87041.56107653872
1
1.0%
85360.5554795356
1
1.0%
85169.77602199838
1
1.0%
85040.2519003113
1
1.0%
84587.25872634865
1
1.0%
80155.54354070718
1
1.0%
79082.66890841752
1
1.0%
ingot_std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_var
0.96
ingot_shape
0.94
ingot_ptp
0.89
ingot_max
0.83
discharge_ptp
0.71
discharge_std
0.70
bucket_sum
0.69
discharge_sum
0.69
discharge_max
0.64
bucket_max
0.64
discharge_var
0.63
bucket_median
0.63
bucket_rms
0.62
bucket_mean
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.05
MOST FREQUENT VALUES
0.4829381793794266
1
1.0%
57.559116466343454
1
1.0%
51.72210408689884
1
1.0%
44.2207401926867
1
1.0%
1.7897769689172174
1
1.0%
41.26608200383101
1
1.0%
41.52448326804054
1
1.0%
77.25843425082013
1
1.0%
48.807273700213536
1
1.0%
53.14321646705124
1
1.0%
46.82158537481259
1
1.0%
0.6679581617309419
1
1.0%
0.2473435627711149
1
1.0%
0.2494622457434921
1
1.0%
0.2374080916466599
1
1.0%
SMALLEST VALUES
0.0307237949301582
1
1.0%
0.1748712695671737
1
1.0%
0.1922911868239053
1
1.0%
0.2135627745343929
1
1.0%
0.2153217646201692
1
1.0%
0.2203029019655044
1
1.0%
0.2374080916466599
1
1.0%
0.2473435627711149
1
1.0%
0.2494622457434921
1
1.0%
0.2511424615333752
1
1.0%
0.2538784706530612
1
1.0%
0.2548389738381204
1
1.0%
0.2603557250206438
1
1.0%
0.263605037252923
1
1.0%
0.2689056751258084
1
1.0%
LARGEST VALUES
110.7986709283968
1
1.0%
103.64732876790862
1
1.0%
100.93583551515296
1
1.0%
100.30486451410748
1
1.0%
100.02751174225637
1
1.0%
95.2478034443758
1
1.0%
94.6181895935768
1
1.0%
93.20591880490836
1
1.0%
92.57485532388093
1
1.0%
91.31725898904634
1
1.0%
89.61697420167683
1
1.0%
89.56503929307758
1
1.0%
85.58078317676916
1
1.0%
85.45350131181505
1
1.0%
83.82333489286488
1
1.0%
ingot_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_min
0.53
ingot_mean
0.36
ingot_rms
0.34
ingot_median
0.30
ingot_margin
-0.29
discharge_mean
0.26
oil_pressure_sum
-0.24
mould_sum
-0.24
discharge_skew
0.23
bucket_min
0.22
discharge_rms
0.22
ingot_sum
-0.21
bucket_sum
-0.20
ingot_max
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.06
MOST FREQUENT VALUES
301.8336940456081
2
2.0%
302.0086419092466
2
2.0%
295.81099076704544
2
2.0%
297.1303013392857
1
1.0%
297.1933355564024
1
1.0%
296.26930930397725
1
1.0%
497.7011506453805
1
1.0%
296.68134973404256
1
1.0%
297.7908457880435
1
1.0%
296.10983455882354
1
1.0%
297.5782359730114
1
1.0%
296.2091064453125
1
1.0%
302.16081175085617
1
1.0%
296.4751642400568
1
1.0%
301.6247056934931
1
1.0%
SMALLEST VALUES
295.3481558866279
1
1.0%
295.58485243055554
1
1.0%
295.6380208333333
1
1.0%
295.6546153192935
1
1.0%
295.75864045516306
1
1.0%
295.81099076704544
2
2.0%
295.86968315972223
1
1.0%
295.9456380208333
1
1.0%
296.01296164772725
1
1.0%
296.1013454861111
1
1.0%
296.10983455882354
1
1.0%
296.11537388392856
1
1.0%
296.14145914713544
1
1.0%
296.15831163194446
1
1.0%
296.1821713654891
1
1.0%
LARGEST VALUES
503.2536687077703
1
1.0%
497.7011506453805
1
1.0%
489.47094066722974
1
1.0%
482.1878406613372
1
1.0%
302.4272197001689
1
1.0%
302.16081175085617
1
1.0%
302.07966549295776
1
1.0%
302.0530906883446
1
1.0%
302.034166124132
1
1.0%
302.0086419092466
2
2.0%
302.0037222599637
1
1.0%
301.9992776113013
1
1.0%
301.98523116438355
1
1.0%
301.9733072916667
1
1.0%
301.9191432643581
1
1.0%
ingot_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_ptp
0.93
ingot_std
0.83
discharge_max
0.82
discharge_ptp
0.81
ingot_rms
0.80
discharge_sum
0.79
ingot_mean
0.78
bucket_max
0.77
discharge_std
0.77
discharge_median
0.77
discharge_rms
0.76
mould_max
0.75
bucket_rms
0.75
bucket_mean
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.11
MOST FREQUENT VALUES
303.0576963682432
1
1.0%
493.48610617897725
1
1.0%
500.49294211647725
1
1.0%
511.2906161221591
1
1.0%
505.17566769622096
1
1.0%
500.20163796164775
1
1.0%
499.1322544642857
1
1.0%
494.4399310172872
1
1.0%
496.6859994283537
1
1.0%
496.5457286005435
1
1.0%
495.7439738948171
1
1.0%
298.8205295138889
1
1.0%
302.89141680743245
1
1.0%
303.0714897260274
1
1.0%
302.81982421875
1
1.0%
SMALLEST VALUES
298.8205295138889
1
1.0%
299.1357421875
1
1.0%
299.1775173611111
1
1.0%
299.2520985704787
1
1.0%
299.2990451388889
1
1.0%
299.3363620923913
1
1.0%
299.43295686141306
1
1.0%
299.527558117378
1
1.0%
299.53935339095744
1
1.0%
299.6150914634146
1
1.0%
299.6266206781915
1
1.0%
299.6413167317708
1
1.0%
299.73000266335225
1
1.0%
299.9110375381098
1
1.0%
299.9942087572674
1
1.0%
LARGEST VALUES
575.7805686773256
1
1.0%
567.0170557776163
1
1.0%
533.729722764757
1
1.0%
525.4735659246576
1
1.0%
520.5481487771739
1
1.0%
516.9369904891304
1
1.0%
514.3280029296875
1
1.0%
513.2133588398973
1
1.0%
512.7523886190878
1
1.0%
511.5366617838542
1
1.0%
511.2906161221591
1
1.0%
510.7477961359797
1
1.0%
510.6831318623311
1
1.0%
510.0607754321808
1
1.0%
509.6830185145548
1
1.0%
ingot_skew
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_margin
0.86
ingot_median
-0.66
ingot_mean
-0.65
ingot_rms
-0.63
ingot_crest
0.57
ingot_impulse
0.55
ingot_sum
-0.45
discharge_sum
-0.41
discharge_mean
-0.33
discharge_max
-0.32
discharge_skew
0.31
discharge_rms
-0.31
discharge_ptp
-0.30
mould_shape
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.24
MOST FREQUENT VALUES
-1.574347485233646
1
1.0%
-2.546835613814413
1
1.0%
-3.225868793950329
1
1.0%
-3.851436747395273
1
1.0%
0.0059365938599308
1
1.0%
-4.032195510393939
1
1.0%
-3.918006623264607
1
1.0%
-1.3815352942193564
1
1.0%
-3.278014936331303
1
1.0%
-2.940715052635216
1
1.0%
-3.4200229316084254
1
1.0%
-0.5788577900830357
1
1.0%
0.3482720841529171
1
1.0%
0.4909377975767941
1
1.0%
0.1158469795973173
1
1.0%
SMALLEST VALUES
-4.315438627094848
1
1.0%
-4.032195510393939
1
1.0%
-4.030247299132685
1
1.0%
-4.00347985420789
1
1.0%
-3.918006623264607
1
1.0%
-3.888679969787014
1
1.0%
-3.851436747395273
1
1.0%
-3.7010141800790337
1
1.0%
-3.5128862308428164
1
1.0%
-3.4200229316084254
1
1.0%
-3.278014936331303
1
1.0%
-3.2266041399997705
1
1.0%
-3.225868793950329
1
1.0%
-2.940715052635216
1
1.0%
-2.671816133830325
1
1.0%
LARGEST VALUES
7.365970419366229
1
1.0%
5.874543155728099
1
1.0%
5.238151990080087
1
1.0%
3.858896559934309
1
1.0%
3.671883673651177
1
1.0%
3.160367974966994
1
1.0%
2.776863523282921
1
1.0%
2.031146940790835
1
1.0%
2.013247841888981
1
1.0%
1.968651465286948
1
1.0%
1.9199663094674075
1
1.0%
1.8337189411600143
1
1.0%
1.6186221822481106
1
1.0%
1.4881901377543472
1
1.0%
1.482365875031222
1
1.0%
ingot_kurt
MISSING:
3
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_crest
0.50
discharge_impulse
0.43
discharge_shape
0.43
discharge_ptp
0.42
ingot_crest
0.41
discharge_std
0.41
ingot_ptp
0.39
discharge_var
0.39
ingot_impulse
0.38
ingot_max
0.35
discharge_max
0.33
bucket_sum
0.32
discharge_sum
0.32
mould_max
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.00
MOST FREQUENT VALUES
-0.1613639757485003
1
1.1%
13.672896216478582
1
1.1%
8.642758104927061
1
1.1%
13.825584409422646
1
1.1%
-0.6242994696780118
1
1.1%
15.146358193944703
1
1.1%
14.163207992751794
1
1.1%
-0.0619919426324786
1
1.1%
9.1125637408336
1
1.1%
7.04029391568855
1
1.1%
10.234712950619636
1
1.1%
-0.0245823510563032
1
1.1%
0.1352490868993605
1
1.1%
0.5696128210287528
1
1.1%
0.2555865003970918
1
1.1%
SMALLEST VALUES
-2.0136083391102533
1
1.1%
-2.009292151879634
1
1.1%
-2.008427317728292
1
1.1%
-1.9926410442010256
1
1.1%
-1.9102852940600148
1
1.1%
-1.907678150580434
1
1.1%
-1.8786159140462872
1
1.1%
-1.4472018722636206
1
1.1%
-1.2546187587158912
1
1.1%
-1.2397394862774815
1
1.1%
-1.1999795110290163
1
1.1%
-1.116347219906654
1
1.1%
-1.0890262979127372
1
1.1%
-1.0696263015464853
1
1.1%
-0.9225217956200252
1
1.1%
LARGEST VALUES
53.59236732815077
1
1.1%
33.48357002875789
1
1.1%
25.82476389111576
1
1.1%
17.287621321345085
1
1.1%
15.146358193944703
1
1.1%
14.779102890589794
1
1.1%
14.620049395779722
1
1.1%
14.163207992751794
1
1.1%
13.825584409422646
1
1.1%
13.75405093231888
1
1.1%
13.672896216478582
1
1.1%
13.200910172936956
1
1.1%
11.945290556576028
1
1.1%
10.707055685916306
1
1.1%
10.234712950619636
1
1.1%
ingot_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_shape
0.97
ingot_std
0.96
ingot_ptp
0.74
ingot_max
0.69
bucket_sum
0.56
discharge_sum
0.54
discharge_ptp
0.54
bucket_median
0.53
discharge_std
0.52
bucket_max
0.52
bucket_skew
-0.52
bucket_rms
0.52
ingot_impulse
0.52
bucket_mean
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.03
MOST FREQUENT VALUES
0.2332292851023152
1
1.0%
3313.0518883860905
1
1.0%
2675.176051175997
1
1.0%
1955.4738631890968
1
1.0%
3.2033015984665023
1
1.0%
1702.8895239469052
1
1.0%
1724.282710677779
1
1.0%
5968.865662888297
1
1.0%
2382.149966047556
1
1.0%
2824.2014564638657
1
1.0%
2192.2608570108646
1
1.0%
0.4461681058229791
1
1.0%
0.0611788380443084
1
1.0%
0.0622314120513864
1
1.0%
0.0563626019793088
1
1.0%
SMALLEST VALUES
0.0009439515749104
1
1.0%
0.0305799609200351
1
1.0%
0.036975900530146
1
1.0%
0.0456090586668279
1
1.0%
0.0463634623191435
1
1.0%
0.0485333686144226
1
1.0%
0.0563626019793088
1
1.0%
0.0611788380443084
1
1.0%
0.0622314120513864
1
1.0%
0.0630725359850428
1
1.0%
0.0644542778611372
1
1.0%
0.0649429025868662
1
1.0%
0.067785103551025
1
1.0%
0.0694876156651149
1
1.0%
0.0723102621148668
1
1.0%
LARGEST VALUES
12276.34547949916
1
1.0%
10742.768760722938
1
1.0%
10188.042891142011
1
1.0%
10061.065845193458
1
1.0%
10005.503105347236
1
1.0%
9072.144060978444
1
1.0%
8952.601801966044
1
1.0%
8687.343300267172
1
1.0%
8570.103838237483
1
1.0%
8338.841789272565
1
1.0%
8031.20206506401
1
1.0%
8021.896263570531
1
1.0%
7324.070449149175
1
1.0%
7302.300886448375
1
1.0%
7026.35147256138
1
1.0%
ingot_rms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_mean
1.00
ingot_median
0.94
ingot_max
0.80
discharge_max
0.74
discharge_sum
0.73
discharge_rms
0.72
discharge_mean
0.72
discharge_median
0.72
ingot_margin
-0.69
ingot_ptp
0.67
discharge_ptp
0.67
bucket_mean
0.66
bucket_rms
0.66
bucket_median
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.22
MOST FREQUENT VALUES
302.7129980472677
1
1.0%
468.9893817765253
1
1.0%
483.3944363773446
1
1.0%
490.1288643319442
1
1.0%
501.1851795635709
1
1.0%
480.7529237099193
1
1.0%
479.54529966518805
1
1.0%
451.8152462603013
1
1.0%
476.9069574567071
1
1.0%
475.9788281397337
1
1.0%
477.62882847190895
1
1.0%
297.6937200370074
1
1.0%
302.2113420151193
1
1.0%
302.1434506328031
1
1.0%
302.18503773795777
1
1.0%
SMALLEST VALUES
297.6937200370074
1
1.0%
297.73385419294465
1
1.0%
297.74729669869504
1
1.0%
297.76496968136223
1
1.0%
297.7677446724612
1
1.0%
297.77783623844454
1
1.0%
297.7783643923097
1
1.0%
297.78643441650416
1
1.0%
297.8093699527685
1
1.0%
297.815035208734
1
1.0%
297.83117718827043
1
1.0%
297.83396046932154
1
1.0%
297.84518482460714
1
1.0%
297.85466543941374
1
1.0%
297.8889166423753
1
1.0%
LARGEST VALUES
507.0258963502947
1
1.0%
501.1851795635709
1
1.0%
491.5509501957168
1
1.0%
491.1989114894757
1
1.0%
490.1288643319442
1
1.0%
488.9421464695528
1
1.0%
486.62396825116383
1
1.0%
486.2592892427394
1
1.0%
483.3944363773446
1
1.0%
483.1869919926349
1
1.0%
481.3516881384027
1
1.0%
480.7529237099193
1
1.0%
479.8437334937673
1
1.0%
479.54529966518805
1
1.0%
477.69990506988125
1
1.0%
ingot_ptp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_max
0.93
ingot_std
0.89
discharge_ptp
0.87
discharge_std
0.84
discharge_sum
0.82
bucket_sum
0.80
discharge_var
0.78
discharge_max
0.77
ingot_var
0.74
ingot_shape
0.72
mould_sum
0.72
bucket_max
0.71
discharge_median
0.70
mould_max
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.09
MOST FREQUENT VALUES
0.8968846173870588
1
1.0%
197.01094193892044
1
1.0%
203.29960656007484
1
1.0%
215.02130681818187
1
1.0%
7.474517050840461
1
1.0%
203.5202882276052
1
1.0%
201.34140867624225
1
1.0%
198.3300964584637
1
1.0%
199.1077634553423
1
1.0%
200.336622155231
1
1.0%
198.61367255553137
1
1.0%
3.009538746843475
1
1.0%
1.2667111139393228
1
1.0%
1.5240394905821972
1
1.0%
1.2583275363870143
1
1.0%
SMALLEST VALUES
0.0532490498310949
1
1.0%
0.3724493436072862
1
1.0%
0.567287868923529
1
1.0%
0.5714172641980326
1
1.0%
0.8874886833001483
1
1.0%
0.8968846173870588
1
1.0%
1.0593678411930796
1
1.0%
1.0700986447035916
1
1.0%
1.114806664407297
1
1.0%
1.1447854238014088
1
1.0%
1.1519712218773748
1
1.0%
1.1585392364083873
1
1.0%
1.2583275363870143
1
1.0%
1.2667111139393228
1
1.0%
1.2888590494791288
1
1.0%
LARGEST VALUES
278.95005652454785
1
1.0%
269.7574812191924
1
1.0%
231.6500572717992
1
1.0%
223.7450502996576
1
1.0%
218.97832455842388
1
1.0%
215.05476660214407
1
1.0%
215.02130681818187
1
1.0%
212.92240873296203
1
1.0%
212.49430888407937
1
1.0%
211.3796647942892
1
1.0%
210.8517208614865
1
1.0%
209.92132038830624
1
1.0%
208.9487436655405
1
1.0%
207.9925096463116
1
1.0%
207.2230021158853
1
1.0%
ingot_crest
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_impulse
1.00
ingot_margin
0.72
ingot_ptp
0.64
ingot_shape
0.63
ingot_max
0.60
ingot_std
0.58
ingot_skew
0.57
discharge_shape
0.55
discharge_crest
0.55
mould_max
0.51
discharge_std
0.51
discharge_impulse
0.50
ingot_var
0.48
discharge_var
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.11
MOST FREQUENT VALUES
1.001138696795972
1
1.0%
1.0522330043159158
1
1.0%
1.0353717470711337
1
1.0%
1.043175893790827
1
1.0%
1.0079621032212585
1
1.0%
1.040454697813681
1
1.0%
1.0408448478439325
1
1.0%
1.0943409615098043
1
1.0%
1.041473586540079
1
1.0%
1.0432096959883517
1
1.0%
1.037927244636519
1
1.0%
1.0037851301557232
1
1.0%
1.0022503284879332
1
1.0%
1.0030715181523235
1
1.0%
1.0021006549018574
1
1.0%
SMALLEST VALUES
1.0000587551745783
1
1.0%
1.0007078040115418
1
1.0%
1.0010249852265078
1
1.0%
1.001138696795972
1
1.0%
1.001315743337765
1
1.0%
1.0015695990425897
1
1.0%
1.0016829045371372
1
1.0%
1.0018974089341834
1
1.0%
1.0020044102384815
1
1.0%
1.002072548770896
1
1.0%
1.0021006549018574
1
1.0%
1.0022503284879332
1
1.0%
1.0022534904457698
1
1.0%
1.0022552279356909
1
1.0%
1.0022741477914758
1
1.0%
LARGEST VALUES
1.6709273987966162
1
1.0%
1.6205312939924197
1
1.0%
1.6068258534016764
1
1.0%
1.5655635685904643
1
1.0%
1.5634808438156316
1
1.0%
1.538211254881086
1
1.0%
1.4969606242136568
1
1.0%
1.4909129707341513
1
1.0%
1.4849884370260744
1
1.0%
1.4710794245956935
1
1.0%
1.4618796205116695
1
1.0%
1.4506149733407725
1
1.0%
1.3811620218559648
1
1.0%
1.378490076872523
1
1.0%
1.357843332124543
1
1.0%
ingot_shape
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_var
0.97
ingot_std
0.94
ingot_ptp
0.72
ingot_max
0.67
ingot_impulse
0.66
ingot_crest
0.63
discharge_std
0.53
bucket_sum
0.53
discharge_ptp
0.52
bucket_max
0.51
mould_max
0.50
bucket_median
0.50
bucket_rms
0.49
bucket_mean
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.01
MOST FREQUENT VALUES
1.000000848399181
1
1.0%
1.0075763038658236
1
1.0%
1.005735567221844
1
1.0%
1.0040744832784183
1
1.0%
1.0000062513713095
1
1.0%
1.0036849212292192
1
1.0%
1.003748947503894
1
1.0%
1.0148679373471272
1
1.0%
1.0052444843684785
1
1.0%
1.0062355877784976
1
1.0%
1.0048036656278618
1
1.0%
1.0000024779433272
1
1.0%
1.0000003314379986
1
1.0%
1.000000338927474
1
1.0%
1.000000306409403
1
1.0%
SMALLEST VALUES
1.0000000034394168
1
1.0%
1.0000001350219607
1
1.0%
1.0000001589565597
1
1.0%
1.0000002431296984
1
1.0%
1.0000002484217332
1
1.0%
1.0000002635886154
1
1.0%
1.0000002972968616
1
1.0%
1.000000306409403
1
1.0%
1.0000003314379986
1
1.0%
1.000000338927474
1
1.0%
1.000000340236311
1
1.0%
1.0000003511376123
1
1.0%
1.000000351613738
1
1.0%
1.0000003546248726
1
1.0%
1.0000003708579803
1
1.0%
LARGEST VALUES
1.036260216652512
1
1.0%
1.0319386935548047
1
1.0%
1.0310201190728472
1
1.0%
1.0305211486962382
1
1.0%
1.0303567273431211
1
1.0%
1.0302590137666112
1
1.0%
1.029897506998571
1
1.0%
1.028595203374347
1
1.0%
1.028134358667241
1
1.0%
1.027630987151932
1
1.0%
1.0271990695390478
1
1.0%
1.0269713901331268
1
1.0%
1.0255227276322032
1
1.0%
1.023014232700195
1
1.0%
1.0212731750192998
1
1.0%
ingot_impulse
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_crest
1.00
ingot_margin
0.70
ingot_shape
0.66
ingot_ptp
0.66
ingot_max
0.62
ingot_std
0.62
ingot_skew
0.55
discharge_crest
0.54
discharge_shape
0.54
mould_max
0.52
ingot_var
0.52
discharge_std
0.52
discharge_impulse
0.49
discharge_var
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.10
MOST FREQUENT VALUES
1.001139546161222
1
1.0%
1.060205041294262
1
1.0%
1.0413101913260585
1
1.0%
1.0474262965265273
1
1.0%
1.0079684043666317
1
1.0%
1.0442886914176954
1
1.0%
1.0447469205381978
1
1.0%
1.1106115543619273
1
1.0%
1.0469355784848715
1
1.0%
1.049714721619067
1
1.0%
1.042913100065801
1
1.0%
1.0037876174783884
1
1.0%
1.002250660671776
1
1.0%
1.0030718581208196
1
1.0%
1.0021009619549208
1
1.0%
SMALLEST VALUES
1.0000587586141974
1
1.0%
1.0007079391290716
1
1.0%
1.0010251443459954
1
1.0%
1.001139546161222
1
1.0%
1.0013160410257929
1
1.0%
1.001569842553904
1
1.0%
1.0016831533769404
1
1.0%
1.0018977612150763
1
1.0%
1.0020046743554367
1
1.0%
1.0020730210843691
1
1.0%
1.0021009619549208
1
1.0%
1.002250660671776
1
1.0%
1.0022539863913569
1
1.0%
1.0022555689393116
1
1.0%
1.002274519492842
1
1.0%
LARGEST VALUES
1.6829685636021698
1
1.0%
1.625519238513224
1
1.0%
1.62487710219796
1
1.0%
1.5862669276777412
1
1.0%
1.578572274077242
1
1.0%
1.5631310665009317
1
1.0%
1.531412024362339
1
1.0%
1.5151037295336989
1
1.0%
1.5023739546624086
1
1.0%
1.4939847446584602
1
1.0%
1.4929531395298306
1
1.0%
1.48979410186728
1
1.0%
1.418728343733117
1
1.0%
1.4179082809702124
1
1.0%
1.3989303322042004
1
1.0%
ingot_margin
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_skew
0.86
ingot_median
-0.75
ingot_crest
0.72
ingot_mean
-0.70
ingot_impulse
0.70
ingot_rms
-0.69
mould_shape
0.35
mould_ptp
0.35
mould_impulse
0.35
mould_crest
0.34
mould_std
0.34
discharge_shape
0.33
mould_var
0.32
discharge_mean
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.23
MOST FREQUENT VALUES
0.0033072263232346
1
1.0%
0.0022777434167074
1
1.0%
0.0021665178932876
1
1.0%
0.0021457500139082
1
1.0%
0.0020111821870493
1
1.0%
0.0021801985204744
1
1.0%
0.0021867874059662
1
1.0%
0.0024946569791489
1
1.0%
0.0022067747163377
1
1.0%
0.002219132968658
1
1.0%
0.0021940110048007
1
1.0%
0.0033718887475437
1
1.0%
0.0033163910598881
1
1.0%
0.0033198541818087
1
1.0%
0.003316184270768
1
1.0%
SMALLEST VALUES
0.0019865480696272
1
1.0%
0.0020111821870493
1
1.0%
0.0020458016912114
1
1.0%
0.0020723632734188
1
1.0%
0.0021451534423606
1
1.0%
0.0021457500139082
1
1.0%
0.0021626192886551
1
1.0%
0.0021665178932876
1
1.0%
0.0021783129119865
1
1.0%
0.0021801985204744
1
1.0%
0.0021867874059662
1
1.0%
0.0021870706010551
1
1.0%
0.0021940110048007
1
1.0%
0.0022067747163377
1
1.0%
0.002219132968658
1
1.0%
LARGEST VALUES
0.0054411550453627
1
1.0%
0.005318614003367
1
1.0%
0.0051613614321212
1
1.0%
0.0050396899088976
1
1.0%
0.004992651583023
1
1.0%
0.0048646569423684
1
1.0%
0.0048534567421141
1
1.0%
0.0047060696025841
1
1.0%
0.0046013359346297
1
1.0%
0.0045326777307748
1
1.0%
0.0044868060467003
1
1.0%
0.0043177223884873
1
1.0%
0.0040522921131112
1
1.0%
0.0040089679814271
1
1.0%
0.0038813931563892
1
1.0%
discharge_mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_rms
0.99
discharge_median
0.98
discharge_max
0.96
bucket_mean
0.95
bucket_rms
0.95
bucket_median
0.95
bucket_min
0.93
bucket_max
0.92
mould_mean
0.90
mould_rms
0.90
mould_median
0.89
bucket_margin
-0.87
mould_min
0.86
discharge_sum
0.82

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.01
MOST FREQUENT VALUES
140.9060409061092
1
1.0%
135.58991619933315
1
1.0%
141.1229841384512
1
1.0%
149.6320496019777
1
1.0%
193.53062568644827
1
1.0%
143.4355567549664
1
1.0%
146.39656251862831
1
1.0%
150.11803443381916
1
1.0%
146.10618623844198
1
1.0%
137.74878268601898
1
1.0%
144.40030669565303
1
1.0%
188.29178687296448
1
1.0%
3.856989143661839
1
1.0%
3.884051432605218
1
1.0%
3.89157381302704
1
1.0%
SMALLEST VALUES
3.8436916337737848
1
1.0%
3.8490178355998608
1
1.0%
3.856989143661839
1
1.0%
3.882375894193133
1
1.0%
3.884051432605218
1
1.0%
3.885646464652359
1
1.0%
3.89157381302704
1
1.0%
3.893874966723532
1
1.0%
3.911674368402158
1
1.0%
3.912650498267414
1
1.0%
3.915937173605164
1
1.0%
3.918426148349762
1
1.0%
3.921640218908269
1
1.0%
3.92395562603948
1
1.0%
3.9254819864552566
1
1.0%
LARGEST VALUES
193.53062568644827
1
1.0%
188.29178687296448
1
1.0%
180.09673083854022
1
1.0%
166.75894930843396
1
1.0%
157.43487712543836
1
1.0%
156.55511463436082
1
1.0%
156.1487692678293
1
1.0%
154.8974508015724
1
1.0%
154.5109981620051
1
1.0%
154.3266429613585
1
1.0%
151.61279086136076
1
1.0%
151.25602944094132
1
1.0%
150.11803443381916
1
1.0%
150.0785289089119
1
1.0%
149.93959541937497
1
1.0%
discharge_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_rms
0.99
discharge_max
0.98
discharge_mean
0.98
bucket_median
0.97
bucket_rms
0.97
bucket_mean
0.97
bucket_max
0.93
mould_mean
0.91
bucket_min
0.91
mould_rms
0.91
mould_median
0.91
bucket_margin
-0.89
discharge_sum
0.85
mould_min
0.85

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.01
MOST FREQUENT VALUES
19.37255859375
2
2.0%
140.84171660958904
1
1.0%
3.8691411987735016
1
1.0%
171.31889535103363
1
1.0%
191.9518512228261
1
1.0%
170.8389945652174
1
1.0%
168.1241122159091
1
1.0%
170.92611182550468
1
1.0%
171.41788563829786
1
1.0%
186.6826837713068
1
1.0%
183.6789394946809
1
1.0%
188.67350260416663
1
1.0%
3.8793276434075343
1
1.0%
174.30089055995606
1
1.0%
3.905052707619863
1
1.0%
SMALLEST VALUES
3.7857055664062496
1
1.0%
3.7882486979166665
1
1.0%
3.8564279781858968
1
1.0%
3.8604205292889207
1
1.0%
3.8691411987735016
1
1.0%
3.8793276434075343
1
1.0%
3.8858492080479454
1
1.0%
3.89046305605465
1
1.0%
3.90064136402027
1
1.0%
3.900920169454226
1
1.0%
3.905052707619863
1
1.0%
3.912518475506757
1
1.0%
3.9129221661490687
1
1.0%
3.918694015868861
1
1.0%
3.919474283854168
1
1.0%
LARGEST VALUES
191.9518512228261
1
1.0%
188.67350260416663
1
1.0%
186.6826837713068
1
1.0%
183.6789394946809
1
1.0%
180.3304036458333
1
1.0%
179.01013962765958
1
1.0%
177.54217918882978
1
1.0%
175.3447103015148
1
1.0%
174.30089055995606
1
1.0%
174.04377389461436
1
1.0%
172.8531547214674
1
1.0%
171.58948928914606
1
1.0%
171.41788563829786
1
1.0%
171.36124320652175
1
1.0%
171.31889535103363
1
1.0%
discharge_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_sum
0.91
discharge_max
0.89
discharge_ptp
0.87
discharge_median
0.85
discharge_rms
0.84
ingot_ptp
0.82
discharge_mean
0.82
mould_sum
0.80
ingot_max
0.79
discharge_std
0.79
bucket_median
0.79
bucket_rms
0.78
bucket_mean
0.78
bucket_max
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.20
MOST FREQUENT VALUES
422.7181227183276
1
1.0%
25355.314329275297
1
1.0%
21450.693589044586
1
1.0%
29926.40992039554
1
1.0%
9870.061910008862
1
1.0%
27396.191340198584
1
1.0%
26058.58812831584
1
1.0%
28522.42654242564
1
1.0%
22938.6712394354
1
1.0%
15565.612443520144
1
1.0%
19494.04140391316
1
1.0%
12050.674359869729
1
1.0%
370.27095779153655
1
1.0%
691.3611550037288
1
1.0%
544.8203338237856
1
1.0%
SMALLEST VALUES
11.801283356459138
1
1.0%
12.0609348244863
1
1.0%
15.673704593399048
1
1.0%
53.81168287283299
1
1.0%
73.98362436774711
1
1.0%
78.31874347210328
1
1.0%
154.57381154991995
1
1.0%
155.42585858609436
1
1.0%
177.0548204375936
1
1.0%
196.2740993227628
1
1.0%
264.001560805133
1
1.0%
289.5693927369464
1
1.0%
370.27095779153655
1
1.0%
374.60137621418426
1
1.0%
422.7181227183276
1
1.0%
LARGEST VALUES
31520.243625049043
1
1.0%
29926.40992039554
1
1.0%
29265.31313723782
1
1.0%
28522.42654242564
1
1.0%
27902.76916866356
1
1.0%
27780.907339777936
1
1.0%
27743.708331975467
1
1.0%
27396.191340198584
1
1.0%
26604.26321940904
1
1.0%
26482.491260581035
1
1.0%
26239.42919839062
1
1.0%
26058.58812831584
1
1.0%
25774.17444643133
1
1.0%
25558.07938225945
1
1.0%
25355.314329275297
1
1.0%
discharge_std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_var
0.98
discharge_ptp
0.98
ingot_ptp
0.84
discharge_max
0.81
discharge_sum
0.79
ingot_max
0.77
bucket_sum
0.77
discharge_median
0.75
bucket_max
0.73
bucket_median
0.72
bucket_rms
0.70
discharge_rms
0.70
bucket_mean
0.70
ingot_std
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.08
MOST FREQUENT VALUES
0.2996217192148154
1
1.0%
74.18966313636413
1
1.0%
66.7588406834795
1
1.0%
60.82753472729201
1
1.0%
9.669535318638928
1
1.0%
68.39090902023453
1
1.0%
64.28173097109314
1
1.0%
63.32873568685577
1
1.0%
69.48338910502558
1
1.0%
79.85363199943156
1
1.0%
74.15813725612955
1
1.0%
7.999110000452238
1
1.0%
0.1136383579428914
1
1.0%
0.1319929716728785
1
1.0%
0.1147172199171485
1
1.0%
SMALLEST VALUES
0.012219113339413
1
1.0%
0.0853212248796618
1
1.0%
0.0948334936080357
1
1.0%
0.1025278596987602
1
1.0%
0.1054382331138328
1
1.0%
0.1136383579428914
1
1.0%
0.1138857397024677
1
1.0%
0.1147172199171485
1
1.0%
0.1171990109592054
1
1.0%
0.1289845306910256
1
1.0%
0.1294280303838766
1
1.0%
0.1319929716728785
1
1.0%
0.1358766373136141
1
1.0%
0.1367408530558316
1
1.0%
0.137575141070444
1
1.0%
LARGEST VALUES
79.85363199943156
1
1.0%
77.83414584143534
1
1.0%
76.64797978136643
1
1.0%
74.18966313636413
1
1.0%
74.15813725612955
1
1.0%
74.14804634444711
1
1.0%
69.48338910502558
1
1.0%
69.44969664789485
1
1.0%
68.39090902023453
1
1.0%
67.20012106569345
1
1.0%
66.7588406834795
1
1.0%
66.6898403641769
1
1.0%
66.55850666903021
1
1.0%
66.50027434385737
1
1.0%
64.74825794481697
1
1.0%
discharge_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ingot_min
0.53
discharge_mean
0.51
bucket_min
0.47
discharge_rms
0.44
mould_min
0.42
bucket_mean
0.39
mould_mean
0.39
bucket_rms
0.39
mould_rms
0.39
mould_median
0.38
discharge_median
0.37
bucket_median
0.37
bucket_margin
-0.36
discharge_margin
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.10
MOST FREQUENT VALUES
3.757126266891892
2
2.0%
140.64380542652026
1
1.0%
177.28969029017858
1
1.0%
18.71497112771739
1
1.0%
19.00135387073864
1
1.0%
18.675093217329547
1
1.0%
180.5647786458333
1
1.0%
18.84765625
1
1.0%
18.78428357712766
1
1.0%
18.892822265625
1
1.0%
18.644913383152176
1
1.0%
18.57390708111702
1
1.0%
18.73860677083333
1
1.0%
3.5577643407534247
1
1.0%
18.907392785904257
1
1.0%
SMALLEST VALUES
3.439372859589041
1
1.0%
3.443414392605634
1
1.0%
3.4926060267857144
1
1.0%
3.520641588184932
1
1.0%
3.548734482020548
1
1.0%
3.5502115885416665
1
1.0%
3.5547543878424657
1
1.0%
3.5577643407534247
1
1.0%
3.5686990489130435
1
1.0%
3.5708074700342465
1
1.0%
3.5746256510416665
1
1.0%
3.587849934895833
1
1.0%
3.5878638698630136
1
1.0%
3.595890410958904
1
1.0%
3.597005208333333
1
1.0%
LARGEST VALUES
180.5647786458333
1
1.0%
177.28969029017858
1
1.0%
175.21245428856383
1
1.0%
153.3099448844178
1
1.0%
149.24877269847974
1
1.0%
143.31821986607142
1
1.0%
140.64380542652026
1
1.0%
139.84578450520834
1
1.0%
138.23649088541666
1
1.0%
138.22224934895834
1
1.0%
128.25597814611487
1
1.0%
122.9860117737676
1
1.0%
112.34247913099315
1
1.0%
112.33569995777027
1
1.0%
107.373046875
1
1.0%
discharge_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_median
0.98
discharge_rms
0.98
discharge_mean
0.96
bucket_max
0.94
bucket_rms
0.94
bucket_median
0.94
bucket_mean
0.94
discharge_sum
0.89
mould_rms
0.89
mould_mean
0.89
bucket_min
0.87
mould_median
0.87
discharge_ptp
0.84
mould_max
0.83

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.06
MOST FREQUENT VALUES
141.2326006822183
1
1.0%
225.4499162946429
1
1.0%
217.3614501953125
1
1.0%
220.7115951849489
1
1.0%
217.03363462936048
1
1.0%
225.11782438858697
1
1.0%
223.77392578125
1
1.0%
223.1148097826087
1
1.0%
222.21156529017856
1
1.0%
225.13950892857144
1
1.0%
221.08072916666663
1
1.0%
203.9974290497449
1
1.0%
4.128766741071429
1
1.0%
4.172798052226027
1
1.0%
4.210924122431507
1
1.0%
SMALLEST VALUES
4.024251302083333
1
1.0%
4.0283203125
1
1.0%
4.048665364583333
1
1.0%
4.106511296452703
1
1.0%
4.110592358732877
1
1.0%
4.111595676369863
1
1.0%
4.124638805650685
1
1.0%
4.128766741071429
1
1.0%
4.172798052226027
1
1.0%
4.173801369863014
1
1.0%
4.210924122431507
1
1.0%
4.235003745719178
1
1.0%
4.247000558035714
1
1.0%
4.257076733732877
1
1.0%
4.261271158854167
1
1.0%
LARGEST VALUES
225.4499162946429
1
1.0%
225.13950892857144
1
1.0%
225.11782438858697
1
1.0%
225.0187363735465
1
1.0%
224.53724254261363
1
1.0%
223.77392578125
1
1.0%
223.1148097826087
1
1.0%
222.77943004261363
1
1.0%
222.21156529017856
1
1.0%
221.9671075994318
1
1.0%
221.331787109375
1
1.0%
221.08072916666663
1
1.0%
220.7115951849489
1
1.0%
220.0927734375
1
1.0%
219.2138671875
1
1.0%
discharge_skew
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_ptp
-0.67
bucket_sum
-0.62
discharge_sum
-0.61
discharge_std
-0.58
bucket_skew
0.58
ingot_ptp
-0.55
mould_sum
-0.54
bucket_margin
0.54
discharge_var
-0.53
ingot_sum
-0.50
ingot_std
-0.50
ingot_median
-0.49
bucket_median
-0.48
discharge_median
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.01
MOST FREQUENT VALUES
0.9215561965029908
1
1.0%
-0.7559114858309224
1
1.0%
-1.1100157814352276
1
1.0%
-1.4554994668309575
1
1.0%
0.6428121659051242
1
1.0%
-1.0921929017430831
1
1.0%
-1.2244452764996432
1
1.0%
-1.3562126333174953
1
1.0%
-1.0965686539328
1
1.0%
-0.6667902508595744
1
1.0%
-0.946589773910088
1
1.0%
0.2861406121843889
1
1.0%
-0.1421850699273382
1
1.0%
-0.1947277301385154
1
1.0%
-0.0714003485221282
1
1.0%
SMALLEST VALUES
-3.8054790716536497
1
1.0%
-2.625043129259745
1
1.0%
-2.273903460654393
1
1.0%
-2.207600398182983
1
1.0%
-1.9162922427165483
1
1.0%
-1.682399037142549
1
1.0%
-1.5350052221181094
1
1.0%
-1.4963684292466828
1
1.0%
-1.4810200000918086
1
1.0%
-1.4554994668309575
1
1.0%
-1.443738195637538
1
1.0%
-1.3562126333174953
1
1.0%
-1.3519746801369503
1
1.0%
-1.3444719639419591
1
1.0%
-1.3423990731472606
1
1.0%
LARGEST VALUES
2.23908004903956
1
1.0%
1.7190147781293394
1
1.0%
1.328468592042339
1
1.0%
1.0414093159074596
1
1.0%
0.9357076311655156
1
1.0%
0.9215561965029908
1
1.0%
0.6428121659051242
1
1.0%
0.6035047366342585
1
1.0%
0.5020534922770333
1
1.0%
0.3940286454685922
1
1.0%
0.3647799678903547
1
1.0%
0.3504362217809312
1
1.0%
0.3402578191984429
1
1.0%
0.2861406121843889
1
1.0%
0.2635488173208734
1
1.0%
discharge_kurt
MISSING:
3
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_skew
-0.43
bucket_kurt
0.36
bucket_skew
-0.26
ingot_median
0.21
ingot_sum
0.19
ingot_mean
0.17
ingot_margin
-0.17
ingot_rms
0.17
ingot_skew
-0.17
discharge_min
-0.15
oil_pressure_sum
0.15
discharge_var
-0.14
bucket_sum
0.12
mould_sum
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.09
MOST FREQUENT VALUES
0.2207408333628042
1
1.1%
0.2668778034001393
1
1.1%
-0.4722718849330709
1
1.1%
0.5680499432986714
1
1.1%
-0.4060636845488816
1
1.1%
-0.4758870621765547
1
1.1%
-0.006477277746987
1
1.1%
0.2924408765311974
1
1.1%
-0.4731988300766532
1
1.1%
-1.3757690081221992
1
1.1%
-0.8972061405521177
1
1.1%
-1.273307546059883
1
1.1%
-0.5156295985608077
1
1.1%
0.1631831662396421
1
1.1%
-0.0776405476969017
1
1.1%
SMALLEST VALUES
-1.924307232686215
1
1.1%
-1.9024445002261288
1
1.1%
-1.8198677544142696
1
1.1%
-1.629896678520835
1
1.1%
-1.606883054821683
1
1.1%
-1.4297390761811222
1
1.1%
-1.4134110860228764
1
1.1%
-1.3953784662578337
1
1.1%
-1.3757690081221992
1
1.1%
-1.3347559433401337
1
1.1%
-1.3220247322922185
1
1.1%
-1.298369664043357
1
1.1%
-1.273307546059883
1
1.1%
-1.2627048249611184
1
1.1%
-1.2044463329538075
1
1.1%
LARGEST VALUES
32.31284698893784
1
1.1%
5.683162957967545
1
1.1%
3.6424574586246967
1
1.1%
3.525548740025625
1
1.1%
3.262611210574287
1
1.1%
3.172898910738587
1
1.1%
2.146997124497755
1
1.1%
1.92454037515008
1
1.1%
1.3780276080356182
1
1.1%
1.2757159832162157
1
1.1%
1.0462795803913818
1
1.1%
0.973173467576078
1
1.1%
0.8979356985983151
1
1.1%
0.7574736757728195
1
1.1%
0.7562693466236747
1
1.1%
discharge_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_std
0.98
discharge_ptp
0.94
ingot_ptp
0.78
discharge_max
0.77
discharge_sum
0.74
bucket_sum
0.72
ingot_max
0.72
discharge_median
0.71
bucket_max
0.66
discharge_rms
0.65
bucket_median
0.65
bucket_rms
0.64
ingot_std
0.63
bucket_mean
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.14
MOST FREQUENT VALUES
0.0897731746252416
1
1.0%
5504.1061162871865
1
1.0%
4456.742809402198
1
1.0%
3699.9889809999154
1
1.0%
93.4999132784056
1
1.0%
4677.316436613996
1
1.0%
4132.140936639996
1
1.0%
4010.52876369564
1
1.0%
4827.941361520387
1
1.0%
6376.60254350064
1
1.0%
5499.429321298951
1
1.0%
63.98576079933501
1
1.0%
0.0129136763959567
1
1.0%
0.0174221445710373
1
1.0%
0.0131600405455194
1
1.0%
SMALLEST VALUES
0.0001493067308014
1
1.0%
0.0072797114149658
1
1.0%
0.0089933915099053
1
1.0%
0.0105119620144086
1
1.0%
0.0111172210021669
1
1.0%
0.0129136763959567
1
1.0%
0.0129699617075782
1
1.0%
0.0131600405455194
1
1.0%
0.0137356081698159
1
1.0%
0.0166370091575841
1
1.0%
0.0167516150490496
1
1.0%
0.0174221445710373
1
1.0%
0.0184624605676554
1
1.0%
0.0186980608944365
1
1.0%
0.0189269194405525
1
1.0%
LARGEST VALUES
6376.60254350064
1
1.0%
6058.154258865827
1
1.0%
5874.912804564758
1
1.0%
5504.1061162871865
1
1.0%
5499.429321298951
1
1.0%
5497.932776698276
1
1.0%
4827.941361520387
1
1.0%
4823.260364484618
1
1.0%
4677.316436613996
1
1.0%
4515.856271243856
1
1.0%
4456.742809402198
1
1.0%
4447.534807799399
1
1.0%
4430.034810011338
1
1.0%
4422.286487808296
1
1.0%
4192.336906888554
1
1.0%
discharge_rms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_mean
0.99
discharge_median
0.99
discharge_max
0.98
bucket_mean
0.96
bucket_rms
0.96
bucket_median
0.96
bucket_max
0.94
bucket_min
0.92
mould_mean
0.91
mould_rms
0.91
mould_median
0.90
bucket_margin
-0.87
mould_min
0.85
discharge_sum
0.84

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.02
MOST FREQUENT VALUES
140.90625327719562
1
1.0%
154.4645518191225
1
1.0%
156.02281495078245
1
1.0%
161.4659075600284
1
1.0%
193.7673080275247
1
1.0%
158.8287971700668
1
1.0%
159.81514377237752
1
1.0%
162.86449883214033
1
1.0%
161.69170603280642
1
1.0%
159.04370331445472
1
1.0%
162.20401160762484
1
1.0%
188.4589689749488
1
1.0%
3.858645411703282
1
1.0%
3.886280972662295
1
1.0%
3.893252211518504
1
1.0%
SMALLEST VALUES
3.8464160761548447
1
1.0%
3.851393238826128
1
1.0%
3.858645411703282
1
1.0%
3.885106264062053
1
1.0%
3.886280972662295
1
1.0%
3.886774627501257
1
1.0%
3.893252211518504
1
1.0%
3.89476043232252
1
1.0%
3.913083592450589
1
1.0%
3.914303192168227
1
1.0%
3.9176029374330574
1
1.0%
3.919432031759444
1
1.0%
3.923745895656365
1
1.0%
3.926292381699093
1
1.0%
3.927843836895308
1
1.0%
LARGEST VALUES
193.7673080275247
1
1.0%
188.4589689749488
1
1.0%
180.12533880565346
1
1.0%
166.9870322247405
1
1.0%
166.71965198647527
1
1.0%
166.584686582464
1
1.0%
164.0243963491689
1
1.0%
162.88753053239765
1
1.0%
162.86449883214033
1
1.0%
162.4306599706239
1
1.0%
162.2403525432729
1
1.0%
162.20401160762484
1
1.0%
161.69170603280642
1
1.0%
161.4659075600284
1
1.0%
161.01202400975345
1
1.0%
discharge_ptp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_std
0.98
discharge_var
0.94
ingot_ptp
0.87
discharge_sum
0.87
discharge_max
0.84
bucket_sum
0.83
ingot_max
0.81
discharge_median
0.78
bucket_max
0.75
discharge_rms
0.74
bucket_median
0.74
mould_sum
0.73
bucket_rms
0.72
bucket_mean
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.12
MOST FREQUENT VALUES
0.5887952556980451
1
1.0%
206.7201747720365
1
1.0%
198.36009632457387
1
1.0%
202.03650196761944
1
1.0%
36.46885598352716
1
1.0%
206.27016813858697
1
1.0%
204.9896422041224
1
1.0%
204.2219875169837
1
1.0%
203.5666519070264
1
1.0%
206.5656018474544
1
1.0%
202.3421223958333
1
1.0%
26.707738759566325
1
1.0%
0.5710024003180041
1
1.0%
0.7293836596203933
1
1.0%
0.5925566094106736
1
1.0%
SMALLEST VALUES
0.0220729880136989
1
1.0%
0.2417438106449769
1
1.0%
0.2892341787956618
1
1.0%
0.406343642979452
1
1.0%
0.4113602311643833
1
1.0%
0.4403310279323627
1
1.0%
0.4484151920006476
1
1.0%
0.4809664575289574
1
1.0%
0.5710024003180041
1
1.0%
0.5887952556980451
1
1.0%
0.5925566094106736
1
1.0%
0.6006076308543129
1
1.0%
0.6433435388513509
1
1.0%
0.6491996146537158
1
1.0%
0.6692128638698631
1
1.0%
LARGEST VALUES
206.7201747720365
1
1.0%
206.5656018474544
1
1.0%
206.27016813858697
1
1.0%
206.0536848442912
1
1.0%
205.6298497567093
1
1.0%
204.9896422041224
1
1.0%
204.2219875169837
1
1.0%
204.07270951704544
1
1.0%
203.5666519070264
1
1.0%
202.9452977035985
1
1.0%
202.46320452008928
1
1.0%
202.3421223958333
1
1.0%
202.03650196761944
1
1.0%
201.318359375
1
1.0%
200.2675157912234
1
1.0%
discharge_crest
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_impulse
0.96
discharge_shape
0.94
bucket_crest
0.83
bucket_impulse
0.83
bucket_ptp
0.73
mould_var
0.65
discharge_std
0.63
discharge_ptp
0.63
ingot_ptp
0.62
bucket_std
0.61
mould_shape
0.61
bucket_shape
0.60
discharge_var
0.58
mould_std
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.08
MOST FREQUENT VALUES
1.0023160604829984
1
1.0%
1.4595576372671188
1
1.0%
1.393138883334975
1
1.0%
1.3669238201438574
1
1.0%
1.1200735399520068
1
1.0%
1.4173615137785174
1
1.0%
1.4002047646996962
1
1.0%
1.3699413400864395
1
1.0%
1.3742916735945192
1
1.0%
1.4155826621028484
1
1.0%
1.362979416942325
1
1.0%
1.082450095950921
1
1.0%
1.0700041855488631
1
1.0%
1.0737252611376304
1
1.0%
1.081595512865348
1
1.0%
SMALLEST VALUES
1.0019889752705118
1
1.0%
1.0023160604829984
1
1.0%
1.0126028675359549
1
1.0%
1.0210758771004491
1
1.0%
1.0267434846361745
1
1.0%
1.0285714116374094
1
1.0%
1.0305737979961904
1
1.0%
1.0310710251553934
1
1.0%
1.0326388537288664
1
1.0%
1.0332085689594757
1
1.0%
1.0336125430387044
1
1.0%
1.0336669064268995
1
1.0%
1.034093366379676
1
1.0%
1.0346016929924593
1
1.0%
1.035027842240874
1
1.0%
LARGEST VALUES
2.9752265964417304
1
1.0%
1.5407750724211404
1
1.0%
1.4595576372671188
1
1.0%
1.4561624311788632
1
1.0%
1.4352528943530325
1
1.0%
1.4237349145324876
1
1.0%
1.4224069821538183
1
1.0%
1.4173615137785174
1
1.0%
1.4155826621028484
1
1.0%
1.4002047646996962
1
1.0%
1.393138883334975
1
1.0%
1.3904198367042695
1
1.0%
1.3824941997729898
1
1.0%
1.378180791223421
1
1.0%
1.3777286872205086
1
1.0%
discharge_shape
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_impulse
0.98
discharge_crest
0.94
bucket_crest
0.91
bucket_impulse
0.91
mould_var
0.74
bucket_ptp
0.73
mould_shape
0.69
bucket_shape
0.68
mould_std
0.65
bucket_std
0.62
mould_ptp
0.57
ingot_crest
0.55
ingot_impulse
0.54
discharge_std
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.02
MOST FREQUENT VALUES
1.0000015071822688
1
1.0%
1.1392038298190363
1
1.0%
1.1055804687187845
1
1.0%
1.0790863855004915
1
1.0%
1.0012229709909577
1
1.0%
1.1073181626881885
1
1.0%
1.091659127939167
1
1.0%
1.0849096142671688
1
1.0%
1.1066725523102028
1
1.0%
1.1545924414952895
1
1.0%
1.1232940934779037
1
1.0%
1.0008878884456978
1
1.0%
1.0004294199386494
1
1.0%
1.0005740243392147
1
1.0%
1.0004312904167063
1
1.0%
SMALLEST VALUES
1.0000015071822688
1
1.0%
1.0000030792009436
1
1.0%
1.0000335407713374
1
1.0%
1.0000699974032858
1
1.0%
1.0000723960633269
1
1.0%
1.0000804344672405
1
1.0%
1.0000849765358766
1
1.0%
1.0000907941041877
1
1.0%
1.0000949953120717
1
1.0%
1.0000953486202844
1
1.0%
1.0000990104333434
1
1.0%
1.000099628980592
1
1.0%
1.000099771183924
1
1.0%
1.0001035569997834
1
1.0%
1.0001060360294527
1
1.0%
LARGEST VALUES
2.230828139128428
1
1.0%
1.280496613986869
1
1.0%
1.278640417486144
1
1.0%
1.2530520659181017
1
1.0%
1.2217116893315716
1
1.0%
1.213879330366051
1
1.0%
1.1817854847053704
1
1.0%
1.1750473047889538
1
1.0%
1.1697756690358228
1
1.0%
1.1569867574756818
1
1.0%
1.1545924414952895
1
1.0%
1.153773060202568
1
1.0%
1.140629913060078
1
1.0%
1.1392038298190363
1
1.0%
1.138519310580597
1
1.0%
discharge_impulse
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
discharge_shape
0.98
discharge_crest
0.96
bucket_crest
0.95
bucket_impulse
0.94
mould_var
0.74
mould_shape
0.71
bucket_ptp
0.70
bucket_shape
0.65
mould_std
0.64
bucket_std
0.55
mould_ptp
0.55
ingot_crest
0.50
ingot_impulse
0.49
mould_impulse
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.04
MOST FREQUENT VALUES
1.0023175711559924
1
1.0%
1.6627336502163257
1
1.0%
1.5402271396278455
1
1.0%
1.475028884333559
1
1.0%
1.1214433573991074
1
1.0%
1.5694701473021777
1
1.0%
1.528546312368337
1
1.0%
1.4862625308418276
1
1.0%
1.5208908740355067
1
1.0%
1.6344210419757292
1
1.0%
1.5310267285832708
1
1.0%
1.0834111908841602
1
1.0%
1.0704636666805765
1
1.0%
1.0743416055711532
1
1.0%
1.0820619946447996
1
1.0%
SMALLEST VALUES
1.00199206059591
1
1.0%
1.0023175711559924
1
1.0%
1.0126368310171905
1
1.0%
1.0211685847700185
1
1.0%
1.027007055824732
1
1.0%
1.0287266905860393
1
1.0%
1.0306764730131095
1
1.0%
1.0311693363550571
1
1.0%
1.0327418813298688
1
1.0%
1.0333155649390275
1
1.0%
1.0337003758520504
1
1.0%
1.033831102127329
1
1.0%
1.0341765431286771
1
1.0%
1.0346741124244037
1
1.0%
1.0352572155558195
1
1.0%
LARGEST VALUES
6.637219211625512
1
1.0%
1.9306713876124224
1
1.0%
1.8378364714339115
1
1.0%
1.777847000484563
1
1.0%
1.684760649607539
1
1.0%
1.6739266924487384
1
1.0%
1.672955874055331
1
1.0%
1.6627336502163257
1
1.0%
1.6344210419757292
1
1.0%
1.624586220755878
1
1.0%
1.6172080774775934
1
1.0%
1.6120882833327534
1
1.0%
1.5812525590161166
1
1.0%
1.5694701473021777
1
1.0%
1.5685707151414043
1
1.0%
discharge_margin
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_median
-0.82
discharge_median
-0.81
mould_mean
-0.80
discharge_rms
-0.80
discharge_mean
-0.80
mould_rms
-0.79
bucket_median
-0.79
bucket_mean
-0.79
bucket_rms
-0.79
bucket_margin
0.77
discharge_max
-0.76
mould_min
-0.74
bucket_min
-0.73
bucket_max
-0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.07
MOST FREQUENT VALUES
0.0071133754430292
1
1.0%
0.0122629594945092
1
1.0%
0.0109140771719848
1
1.0%
0.0098577068766828
1
1.0%
0.0057946557730662
1
1.0%
0.0109419880454281
1
1.0%
0.0104411352703301
1
1.0%
0.0099006261069655
1
1.0%
0.0104094899277806
1
1.0%
0.0118652303861093
1
1.0%
0.0106026556564741
1
1.0%
0.0057538951054466
1
1.0%
0.2775386776599206
1
1.0%
0.2766033416943043
1
1.0%
0.2780525429127408
1
1.0%
SMALLEST VALUES
0.0057404212575861
1
1.0%
0.0057538951054466
1
1.0%
0.0057946557730662
1
1.0%
0.0065965964605645
1
1.0%
0.006735873062316
1
1.0%
0.006868291094616
1
1.0%
0.0071133754430292
1
1.0%
0.0071770386195592
1
1.0%
0.0071841054849661
1
1.0%
0.0076942349306256
1
1.0%
0.0077647903392112
1
1.0%
0.0077979230712018
1
1.0%
0.0082380572466596
1
1.0%
0.0088659106754773
1
1.0%
0.0089160096766901
1
1.0%
LARGEST VALUES
0.3453302240622641
1
1.0%
0.2845540276472334
1
1.0%
0.2832032812242855
1
1.0%
0.2818265015199266
1
1.0%
0.2817292442055404
1
1.0%
0.2801279398011068
1
1.0%
0.2798492904079998
1
1.0%
0.279106517885039
1
1.0%
0.2784019291115198
1
1.0%
0.2780525429127408
1
1.0%
0.2779892963137146
1
1.0%
0.2779559307246507
1
1.0%
0.2775386776599206
1
1.0%
0.2766033416943043
1
1.0%
0.2764797342410259
1
1.0%
mould_mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_rms
1.00
mould_median
0.99
bucket_rms
0.96
bucket_mean
0.96
bucket_median
0.96
bucket_max
0.93
mould_min
0.92
discharge_median
0.91
mould_max
0.91
bucket_min
0.91
discharge_rms
0.91
discharge_mean
0.90
discharge_max
0.89
bucket_margin
-0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.19
MOST FREQUENT VALUES
358.81059315415587
1
1.0%
340.5011999467325
1
1.0%
338.4553888119619
1
1.0%
338.5449748167861
1
1.0%
338.3342000020421
1
1.0%
341.5839891143721
1
1.0%
343.4567040146248
1
1.0%
341.882473970229
1
1.0%
340.0327264598381
1
1.0%
339.1312793481823
1
1.0%
338.0172978930375
1
1.0%
335.63446365647525
1
1.0%
177.07970231634508
1
1.0%
178.69111115793268
1
1.0%
180.4088739058026
1
1.0%
SMALLEST VALUES
150.52781240765165
1
1.0%
150.5301815599462
1
1.0%
155.0480314339889
1
1.0%
174.94090213406872
1
1.0%
177.07970231634508
1
1.0%
178.69111115793268
1
1.0%
180.4088739058026
1
1.0%
181.96023152807533
1
1.0%
183.89359232049728
1
1.0%
185.5962850828776
1
1.0%
188.12186115432
1
1.0%
189.82763698308992
1
1.0%
190.9849160483257
1
1.0%
193.31814174596389
1
1.0%
195.50555153759305
1
1.0%
LARGEST VALUES
387.5059827117572
1
1.0%
387.00878896291374
1
1.0%
385.6613717628775
1
1.0%
383.219032247979
1
1.0%
383.1409521284872
1
1.0%
376.6343648095532
1
1.0%
376.59390793850656
1
1.0%
376.4069330640612
1
1.0%
374.6041395320894
1
1.0%
364.0255437365631
1
1.0%
358.81059315415587
1
1.0%
353.804606170709
1
1.0%
349.49402386684125
1
1.0%
349.0664347047
1
1.0%
348.59726132635257
1
1.0%
mould_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_mean
0.99
mould_rms
0.99
bucket_median
0.95
bucket_rms
0.95
bucket_mean
0.95
discharge_median
0.91
bucket_max
0.91
bucket_margin
-0.90
discharge_rms
0.90
mould_min
0.89
discharge_mean
0.89
bucket_min
0.88
mould_max
0.88
discharge_max
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.18
MOST FREQUENT VALUES
358.837890625
1
1.0%
340.55466672207444
1
1.0%
338.32189443160075
1
1.0%
338.47582609757137
1
1.0%
338.32186612215907
1
1.0%
341.72434488932294
1
1.0%
343.3101029829545
1
1.0%
341.8962826936141
1
1.0%
339.72874418218083
1
1.0%
338.8872381981383
1
1.0%
337.83861736918607
1
1.0%
335.6958260154231
1
1.0%
177.0574398418177
1
1.0%
178.73199323540953
1
1.0%
180.42448285034493
1
1.0%
SMALLEST VALUES
150.44380083476028
1
1.0%
150.50920758928572
1
1.0%
150.6073822846284
1
1.0%
155.05711892017774
1
1.0%
155.34503008868245
1
1.0%
177.0574398418177
1
1.0%
178.73199323540953
1
1.0%
180.42448285034493
1
1.0%
181.9925364014485
1
1.0%
183.84983843357867
1
1.0%
185.58288760018308
1
1.0%
188.1660356913528
1
1.0%
189.82067369434927
1
1.0%
190.8607796446917
1
1.0%
193.31221907106163
1
1.0%
LARGEST VALUES
387.9926289597603
1
1.0%
387.003919813368
1
1.0%
385.70897768621575
1
1.0%
383.36069364603713
1
1.0%
382.2014423991629
1
1.0%
380.0637305555234
1
1.0%
378.3341389261456
1
1.0%
376.5786791604663
1
1.0%
376.324462890625
1
1.0%
374.62342144691786
1
1.0%
364.39208984375
1
1.0%
358.837890625
1
1.0%
357.0521763392857
1
1.0%
349.9675186820652
1
1.0%
349.46579953457444
1
1.0%
mould_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_sum
0.97
ingot_sum
0.94
oil_pressure_sum
0.87
discharge_sum
0.80
discharge_ptp
0.73
ingot_ptp
0.72
discharge_std
0.68
ingot_max
0.63
discharge_var
0.63
ingot_std
0.62
discharge_max
0.60
discharge_skew
-0.54
discharge_median
0.53
bucket_skew
-0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.20
MOST FREQUENT VALUES
1076.4317794624676
1
1.0%
63673.72439003899
1
1.0%
51445.21909941821
1
1.0%
67708.99496335723
1
1.0%
17255.04420010415
1
1.0%
65242.54192084507
1
1.0%
61135.293314603216
1
1.0%
64957.67005434352
1
1.0%
53385.13805419458
1
1.0%
38321.8345663446
1
1.0%
45632.33521556006
1
1.0%
21480.605674014416
1
1.0%
16999.651422369127
1
1.0%
31807.017786112017
1
1.0%
25257.242346812367
1
1.0%
SMALLEST VALUES
572.9547481449772
1
1.0%
649.0095834883432
1
1.0%
773.2725669838555
1
1.0%
1076.4317794624676
1
1.0%
2547.443241393056
1
1.0%
3100.960628679778
1
1.0%
3606.725102678709
1
1.0%
4598.628386975748
1
1.0%
7423.851403315102
1
1.0%
8459.105246742874
1
1.0%
8685.84054871154
1
1.0%
9255.87292230906
1
1.0%
10978.83827361696
1
1.0%
10988.53030575857
1
1.0%
12792.28655849376
1
1.0%
LARGEST VALUES
74856.6908177993
1
1.0%
74298.9672958489
1
1.0%
69689.25005639944
1
1.0%
67958.34358863137
1
1.0%
67708.99496335723
1
1.0%
65536.28512935428
1
1.0%
65273.67132274548
1
1.0%
65242.54192084507
1
1.0%
64957.67005434352
1
1.0%
64567.08053444664
1
1.0%
63696.271168113184
1
1.0%
63673.72439003899
1
1.0%
63459.17255200575
1
1.0%
63181.02468155069
1
1.0%
61657.74821270229
1
1.0%
mould_std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_ptp
0.97
mould_var
0.97
mould_shape
0.90
bucket_shape
0.88
bucket_var
0.79
bucket_std
0.78
bucket_ptp
0.78
mould_impulse
0.75
mould_crest
0.73
bucket_impulse
0.73
bucket_crest
0.71
discharge_shape
0.65
discharge_impulse
0.64
discharge_crest
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.14
MOST FREQUENT VALUES
0.3294132955569481
1
1.0%
1.376981862701972
1
1.0%
0.9295703756233088
1
1.0%
0.8527253075178076
1
1.0%
0.6169111627446079
1
1.0%
1.8395387137179224
1
1.0%
1.0074640859924342
1
1.0%
1.5575395511627226
1
1.0%
1.3306111490777013
1
1.0%
1.2822944041976696
1
1.0%
1.1699094252842366
1
1.0%
0.6056218490442994
1
1.0%
0.5076027329256898
1
1.0%
0.5763261690614737
1
1.0%
0.5683820082426015
1
1.0%
SMALLEST VALUES
0.1601118294369485
1
1.0%
0.2326050154731322
1
1.0%
0.3294132955569481
1
1.0%
0.387750241572427
1
1.0%
0.3886637418983313
1
1.0%
0.4376027510345346
1
1.0%
0.4431434632672923
1
1.0%
0.4624182885649328
1
1.0%
0.4720415340518687
1
1.0%
0.4787339213304921
1
1.0%
0.4958533260896393
1
1.0%
0.4983442480822775
1
1.0%
0.4998501468338424
1
1.0%
0.4999696261868095
1
1.0%
0.5050672881889484
1
1.0%
LARGEST VALUES
111.57007548777672
1
1.0%
93.40158843919896
1
1.0%
73.7151502189441
1
1.0%
72.62411091019935
1
1.0%
55.795696764546136
1
1.0%
26.046642891468075
1
1.0%
6.752105116213995
1
1.0%
4.718713167928777
1
1.0%
4.183759067686597
1
1.0%
3.70792190602909
1
1.0%
2.985182896868136
1
1.0%
2.8814533713321944
1
1.0%
2.828939386539324
1
1.0%
2.6745686674420663
1
1.0%
1.8540933522877727
1
1.0%
mould_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_min
0.96
mould_mean
0.92
mould_rms
0.91
bucket_mean
0.90
bucket_rms
0.89
mould_median
0.89
bucket_median
0.87
discharge_mean
0.86
bucket_margin
-0.86
discharge_rms
0.85
discharge_median
0.85
bucket_max
0.82
discharge_max
0.81
mould_margin
-0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.12
MOST FREQUENT VALUES
358.46838048986484
1
1.0%
337.08899864783655
1
1.0%
335.9480086616848
1
1.0%
335.7208393895349
1
1.0%
337.0917544157609
1
1.0%
337.8206380208333
1
1.0%
341.13823784722223
1
1.0%
338.8060461956522
1
1.0%
337.6171875
1
1.0%
336.650390625
1
1.0%
335.9639308763587
1
1.0%
334.256517059949
1
1.0%
176.11201038099315
1
1.0%
177.32435252568493
1
1.0%
179.13389463682432
1
1.0%
SMALLEST VALUES
149.25537109375
1
1.0%
149.5140598244863
1
1.0%
149.8188740498311
1
1.0%
149.83288402288733
1
1.0%
153.78211652728874
1
1.0%
154.28433804898648
1
1.0%
155.8564057221284
1
1.0%
157.471923828125
1
1.0%
157.54490064538044
1
1.0%
176.11201038099315
1
1.0%
177.32435252568493
1
1.0%
179.13389463682432
1
1.0%
181.35267283818493
1
1.0%
183.1935573268581
1
1.0%
184.66529323630127
1
1.0%
LARGEST VALUES
385.11979612585617
1
1.0%
384.6187967649648
1
1.0%
382.3046187279929
1
1.0%
379.01215889084506
1
1.0%
375.3106011284722
1
1.0%
375.225830078125
1
1.0%
372.7929009331597
1
1.0%
371.20378050085617
1
1.0%
369.9780607876712
1
1.0%
358.46838048986484
1
1.0%
357.40147420804794
1
1.0%
347.1333644701087
1
1.0%
346.92583133012823
1
1.0%
346.75974527994794
1
1.0%
344.9679432744565
1
1.0%
mould_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_rms
0.93
bucket_max
0.92
mould_mean
0.91
mould_median
0.88
bucket_median
0.87
bucket_rms
0.87
bucket_mean
0.87
discharge_max
0.83
discharge_rms
0.83
discharge_median
0.82
discharge_mean
0.81
bucket_min
0.80
mould_min
0.77
ingot_max
0.75

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.26
MOST FREQUENT VALUES
359.1255083476028
1
1.0%
344.4855110012755
1
1.0%
341.1147673233696
1
1.0%
341.05107846467394
1
1.0%
339.5730251736111
1
1.0%
346.8308423913044
1
1.0%
346.52554598721593
1
1.0%
346.9301350911458
1
1.0%
343.41417100694446
1
1.0%
342.5344981317935
1
1.0%
342.4018130095109
1
1.0%
336.7656017485119
1
1.0%
178.5347316576087
1
1.0%
179.86441834332192
1
1.0%
181.81874449823945
1
1.0%
SMALLEST VALUES
151.67467271959458
1
1.0%
152.05579783818493
1
1.0%
155.89434649493242
1
1.0%
178.5347316576087
1
1.0%
179.86441834332192
1
1.0%
181.81874449823945
1
1.0%
182.7454472931338
1
1.0%
184.74499339788733
1
1.0%
186.6083850599315
1
1.0%
189.1200235445205
1
1.0%
190.655517578125
1
1.0%
191.2532552083333
1
1.0%
193.51738823784723
1
1.0%
197.66764322916663
1
1.0%
199.2823327105978
1
1.0%
LARGEST VALUES
416.7783994932432
1
1.0%
414.6883577913852
1
1.0%
408.2945127744932
1
1.0%
395.9109744510135
1
1.0%
389.3076303842905
1
1.0%
388.707176414696
1
1.0%
386.6455078125
1
1.0%
384.251926369863
1
1.0%
380.0577799479167
1
1.0%
378.3571055237676
1
1.0%
377.69944932725696
1
1.0%
377.2595761427239
1
1.0%
371.3990977112676
1
1.0%
364.5306561444257
1
1.0%
359.72230302526594
1
1.0%
mould_skew
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_kurt
0.46
bucket_var
-0.29
mould_crest
0.25
mould_impulse
0.24
bucket_skew
0.24
ingot_crest
0.24
bucket_ptp
-0.24
ingot_impulse
0.23
ingot_kurt
0.23
bucket_std
-0.23
mould_margin
0.20
discharge_var
0.20
bucket_shape
-0.19
bucket_kurt
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.12
MOST FREQUENT VALUES
-0.3703405306873906
1
1.0%
-0.0343671354757672
1
1.0%
0.545626056378836
1
1.0%
0.1941249889906057
1
1.0%
-0.2052139731449475
1
1.0%
0.1541869694921487
1
1.0%
0.6165911079473276
1
1.0%
0.2402465544193651
1
1.0%
0.6533022585696214
1
1.0%
0.689956292400713
1
1.0%
0.9826128485746054
1
1.0%
-0.1437872426170141
1
1.0%
0.6179419407255194
1
1.0%
-0.0042699443656046
1
1.0%
0.0599611177553951
1
1.0%
SMALLEST VALUES
-3.012991776951964
1
1.0%
-2.794135133638928
1
1.0%
-2.371812275866427
1
1.0%
-1.502622494865598
1
1.0%
-1.488011129834167
1
1.0%
-0.6780484185898978
1
1.0%
-0.6520541271013982
1
1.0%
-0.5662975523671341
1
1.0%
-0.5281762937938385
1
1.0%
-0.4813525442167394
1
1.0%
-0.4142341158607659
1
1.0%
-0.4087234372092092
1
1.0%
-0.4029649793015444
1
1.0%
-0.3731612027594884
1
1.0%
-0.3703405306873906
1
1.0%
LARGEST VALUES
3.157821891596224
1
1.0%
2.744654512817362
1
1.0%
2.311819758642676
1
1.0%
2.02324568539457
1
1.0%
1.9609954025663563
1
1.0%
1.726113804857715
1
1.0%
1.7175605891438752
1
1.0%
1.5796711974133657
1
1.0%
1.4099966999351423
1
1.0%
0.9872077233757298
1
1.0%
0.9826128485746054
1
1.0%
0.9656802641660528
1
1.0%
0.7338479864180468
1
1.0%
0.7213656657858534
1
1.0%
0.689956292400713
1
1.0%
mould_kurt
MISSING:
3
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_skew
0.46
ingot_impulse
0.45
ingot_crest
0.44
ingot_shape
0.42
ingot_std
0.36
discharge_var
0.34
discharge_std
0.34
ingot_var
0.34
ingot_ptp
0.32
discharge_ptp
0.31
ingot_max
0.30
ingot_margin
0.29
bucket_median
0.25
bucket_mean
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.06
MOST FREQUENT VALUES
0.1912550101367967
1
1.1%
0.70977546807126
1
1.1%
0.3365835640129946
1
1.1%
0.1740666248953926
1
1.1%
-0.6911283628452445
1
1.1%
-0.7414000816872379
1
1.1%
0.6639105592862915
1
1.1%
-0.3201599147305209
1
1.1%
-0.440603822682827
1
1.1%
-0.1171530461046432
1
1.1%
1.3250165724124965
1
1.1%
-0.3898766169502856
1
1.1%
0.0586459749944161
1
1.1%
-0.5673977916091713
1
1.1%
-0.3371748946408632
1
1.1%
SMALLEST VALUES
-1.5909769386059354
1
1.1%
-1.3444522032761652
1
1.1%
-1.0261235157500987
1
1.1%
-0.9749214087054798
1
1.1%
-0.9602600675831384
1
1.1%
-0.9354568211840726
1
1.1%
-0.9272720517203408
1
1.1%
-0.8514261603598103
1
1.1%
-0.8344686657534317
1
1.1%
-0.7883306694359988
1
1.1%
-0.7414000816872379
1
1.1%
-0.6911283628452445
1
1.1%
-0.6781338387569686
1
1.1%
-0.6493858580840643
1
1.1%
-0.6339446801200328
1
1.1%
LARGEST VALUES
24.959357159337888
1
1.1%
15.945792148847776
1
1.1%
14.891344355236836
1
1.1%
13.045258419209096
1
1.1%
12.181068424786236
1
1.1%
10.40417026910876
1
1.1%
9.415533721298862
1
1.1%
5.895094680879663
1
1.1%
5.643828952435559
1
1.1%
4.203298899762879
1
1.1%
3.784859773701681
1
1.1%
2.0104372588784525
1
1.1%
1.3250165724124965
1
1.1%
1.1864268432683147
1
1.1%
1.0939946817256274
1
1.1%
mould_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_std
0.97
mould_shape
0.93
mould_ptp
0.91
bucket_shape
0.90
bucket_impulse
0.84
bucket_crest
0.82
bucket_ptp
0.76
bucket_var
0.75
bucket_std
0.75
discharge_shape
0.74
mould_impulse
0.74
discharge_impulse
0.74
mould_crest
0.71
discharge_crest
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.09
MOST FREQUENT VALUES
0.1085131192896892
1
1.0%
1.896079050210193
1
1.0%
0.8641010832364595
1
1.0%
0.7271404500813397
1
1.0%
0.380579382718904
1
1.0%
3.3839026792669875
1
1.0%
1.014983884564571
1
1.0%
2.425929453436176
1
1.0%
1.7705260300498809
1
1.0%
1.6442789390366566
1
1.0%
1.368688063368893
1
1.0%
0.3667778240398361
1
1.0%
0.2576605344736291
1
1.0%
0.3321518531450744
1
1.0%
0.3230581072938927
1
1.0%
SMALLEST VALUES
0.0256357979256465
1
1.0%
0.0541050932232561
1
1.0%
0.1085131192896892
1
1.0%
0.1503502498394754
1
1.0%
0.1510595042664127
1
1.0%
0.1914961677129929
1
1.0%
0.1963761290365301
1
1.0%
0.2138306735993214
1
1.0%
0.2228232098700415
1
1.0%
0.2291861674324698
1
1.0%
0.2458705209941581
1
1.0%
0.2483469895966906
1
1.0%
0.2498501692898137
1
1.0%
0.249969627109378
1
1.0%
0.2550929655985383
1
1.0%
LARGEST VALUES
12447.881744348197
1
1.0%
8723.856722965504
1
1.0%
5433.923371801496
1
1.0%
5274.261485496937
1
1.0%
3113.159777441184
1
1.0%
678.4276059156643
1
1.0%
45.59092350040321
1
1.0%
22.26625396118443
1
1.0%
17.503839936449825
1
1.0%
13.748684861210402
1
1.0%
8.911316927754033
1
1.0%
8.30277353116167
1
1.0%
8.002898052713482
1
1.0%
7.153317556862831
1
1.0%
3.437662158997713
1
1.0%
mould_rms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_mean
1.00
mould_median
0.99
bucket_rms
0.96
bucket_median
0.96
bucket_mean
0.95
bucket_max
0.94
mould_max
0.93
discharge_median
0.91
discharge_rms
0.91
mould_min
0.91
bucket_min
0.90
discharge_mean
0.90
discharge_max
0.89
bucket_margin
-0.86

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.19
MOST FREQUENT VALUES
358.8106939623131
1
1.0%
340.5039692936849
1
1.0%
338.4566569474797
1
1.0%
338.54604336551654
1
1.0%
338.3347514046757
1
1.0%
341.588916396886
1
1.0%
343.4581733112745
1
1.0%
341.8860031785566
1
1.0%
340.03531333157923
1
1.0%
339.1336821374912
1
1.0%
338.0193074730254
1
1.0%
335.63500151338565
1
1.0%
177.0804222634901
1
1.0%
178.69203533646413
1
1.0%
180.40976285808145
1
1.0%
SMALLEST VALUES
150.52830729942178
1
1.0%
150.53101995351932
1
1.0%
155.04863304420903
1
1.0%
177.0804222634901
1
1.0%
178.69203533646413
1
1.0%
180.40976285808145
1
1.0%
181.96072014481817
1
1.0%
183.8939922300437
1
1.0%
185.59687036476228
1
1.0%
188.1225157650419
1
1.0%
189.7456449280361
1
1.0%
189.82820887929523
1
1.0%
190.98501048000645
1
1.0%
193.31819147447308
1
1.0%
195.50740183779163
1
1.0%
LARGEST VALUES
387.5097167325352
1
1.0%
387.0093180173628
1
1.0%
385.66163743764633
1
1.0%
383.2193885075902
1
1.0%
383.1999998573224
1
1.0%
376.63482431146014
1
1.0%
376.605574899036
1
1.0%
376.40736030192267
1
1.0%
374.607560313663
1
1.0%
364.0443116295072
1
1.0%
361.1465703869055
1
1.0%
358.8106939623131
1
1.0%
349.49523731529285
1
1.0%
349.0677778320179
1
1.0%
348.5986604629836
1
1.0%
mould_ptp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_std
0.97
mould_var
0.91
mould_shape
0.85
bucket_shape
0.80
mould_impulse
0.77
mould_crest
0.76
bucket_std
0.76
bucket_var
0.75
bucket_ptp
0.75
bucket_impulse
0.62
bucket_crest
0.60
discharge_shape
0.57
discharge_impulse
0.55
discharge_crest
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.20
MOST FREQUENT VALUES
2.499933112157521
2
2.0%
0.6571278577379758
1
1.0%
6.437882133152186
1
1.0%
5.026112432065247
1
1.0%
5.16675866168481
1
1.0%
5.330239075139048
1
1.0%
2.481270757850212
1
1.0%
9.010204370471058
1
1.0%
5.387308139993706
1
1.0%
8.124088895493628
1
1.0%
5.796983506944457
1
1.0%
5.884107506793498
1
1.0%
2.5090846885629503
1
1.0%
5.575428838315247
1
1.0%
2.4227212766155333
1
1.0%
SMALLEST VALUES
0.3866476339620703
1
1.0%
0.4125419163812296
1
1.0%
0.6571278577379758
1
1.0%
1.1630588107639142
1
1.0%
1.3927744549488636
1
1.0%
1.5514360710292294
1
1.0%
1.6100084459459367
1
1.0%
1.855798669763488
1
1.0%
1.861572265625
1
1.0%
1.9430918236301409
1
1.0%
1.9473076418701112
1
1.0%
2.026711047535173
1
1.0%
2.094990498310807
1
1.0%
2.197265625
1
1.0%
2.4227212766155333
1
1.0%
LARGEST VALUES
265.4329866976352
1
1.0%
262.9962829659545
1
1.0%
258.4616287516059
1
1.0%
208.6742504222973
1
1.0%
202.1774023798855
1
1.0%
70.24042657081117
1
1.0%
23.118073517853816
1
1.0%
21.709703419306493
1
1.0%
16.001626330112515
1
1.0%
13.997623503219645
1
1.0%
12.704064538170996
1
1.0%
12.509024002545686
1
1.0%
11.464504665798586
1
1.0%
10.29547149344546
1
1.0%
10.079719160245476
1
1.0%
mould_crest
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_impulse
1.00
mould_shape
0.89
mould_ptp
0.76
mould_std
0.73
mould_var
0.71
mould_margin
0.68
bucket_impulse
0.49
bucket_crest
0.48
discharge_impulse
0.43
discharge_shape
0.41
bucket_shape
0.39
ingot_crest
0.38
ingot_impulse
0.37
discharge_crest
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.20
MOST FREQUENT VALUES
1.000877382950361
1
1.0%
1.011693084564769
1
1.0%
1.007853621198836
1
1.0%
1.0073993926328444
1
1.0%
1.0036599071298304
1
1.0%
1.0153457145205729
1
1.0%
1.008930847812905
1
1.0%
1.0147538415310755
1
1.0%
1.009936784630573
1
1.0%
1.010027951139703
1
1.0%
1.012965252101273
1
1.0%
1.0033685409150666
1
1.0%
1.0082127057047257
1
1.0%
1.006560913611232
1
1.0%
1.0078098968583336
1
1.0%
SMALLEST VALUES
1.000877382950361
1
1.0%
1.0010304087879929
1
1.0%
1.0014045328879615
1
1.0%
1.002551123262844
1
1.0%
1.0026943779287731
1
1.0%
1.0033100619428232
1
1.0%
1.0033685409150666
1
1.0%
1.0034326879907394
1
1.0%
1.0034509701452647
1
1.0%
1.0036279727846344
1
1.0%
1.0036599071298304
1
1.0%
1.0036717567336508
1
1.0%
1.0041024414395854
1
1.0%
1.0043126183919864
1
1.0%
1.0043581968334108
1
1.0%
LARGEST VALUES
2.1854960515624056
1
1.0%
1.6602167833078143
1
1.0%
1.1966214157760835
1
1.0%
1.1305507133490895
1
1.0%
1.067820609408012
1
1.0%
1.0674978068222478
1
1.0%
1.033170601770417
1
1.0%
1.023980565617148
1
1.0%
1.0208842455760618
1
1.0%
1.020202996851783
1
1.0%
1.0197280310426269
1
1.0%
1.0197179411482702
1
1.0%
1.019448225054533
1
1.0%
1.018987450413267
1
1.0%
1.0181505226792524
1
1.0%
mould_shape
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_var
0.93
mould_impulse
0.91
mould_std
0.90
mould_crest
0.89
mould_ptp
0.85
bucket_impulse
0.80
bucket_crest
0.79
discharge_impulse
0.71
bucket_shape
0.70
discharge_shape
0.69
discharge_crest
0.61
bucket_ptp
0.58
mould_margin
0.57
bucket_std
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.11
MOST FREQUENT VALUES
1.000000280950895
1
1.0%
1.0000081331488782
1
1.0%
1.0000037468321077
1
1.0%
1.000003156297715
1
1.0%
1.000001629757304
1
1.0%
1.0000144248052336
1
1.0%
1.000004277967594
1
1.0%
1.000010322869981
1
1.0%
1.0000076077140223
1
1.0%
1.000007085130317
1
1.0%
1.000005945198664
1
1.0%
1.000001602507992
1
1.0%
1.0000040656672426
1
1.0%
1.00000517193343
1
1.0%
1.0000049274310048
1
1.0%
SMALLEST VALUES
1.0000002572366398
1
1.0%
1.000000280950895
1
1.0%
1.0000004944457537
1
1.0%
1.0000006888809414
1
1.0%
1.000000929650099
1
1.0%
1.0000011259412576
1
1.0%
1.000001135042487
1
1.0%
1.0000011481644802
1
1.0%
1.0000012200211927
1
1.0%
1.0000013057111885
1
1.0%
1.0000013331593212
1
1.0%
1.000001367034714
1
1.0%
1.0000015090181795
1
1.0%
1.000001602507992
1
1.0%
1.000001629757304
1
1.0%
LARGEST VALUES
1.1155351666074929
1
1.0%
1.084627109002911
1
1.0%
1.05011764547553
1
1.0%
1.0207514658886438
1
1.0%
1.0139301300027532
1
1.0%
1.0074965880439442
1
1.0%
1.0001541148982045
1
1.0%
1.000100888455229
1
1.0%
1.0000731741067383
1
1.0%
1.0000515565274664
1
1.0%
1.000043583729915
1
1.0%
1.0000407923884538
1
1.0%
1.0000309802157803
1
1.0%
1.0000295198209337
1
1.0%
1.000019639649324
1
1.0%
mould_impulse
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_crest
1.00
mould_shape
0.91
mould_ptp
0.77
mould_std
0.75
mould_var
0.74
mould_margin
0.68
bucket_impulse
0.53
bucket_crest
0.53
discharge_impulse
0.47
discharge_shape
0.45
bucket_shape
0.42
discharge_crest
0.39
ingot_crest
0.38
ingot_impulse
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.19
MOST FREQUENT VALUES
1.0008776641477573
1
1.0%
1.0117013128152448
1
1.0%
1.007857397457144
1
1.0%
1.007402572285245
1
1.0%
1.003661542851895
1
1.0%
1.0153603606847494
1
1.0%
1.0089351639863768
1
1.0%
1.0147643167030445
1
1.0%
1.0099444679408107
1
1.0%
1.010035107319361
1
1.0%
1.0129712743809367
1
1.0%
1.0033701488211724
1
1.0%
1.0082168047620967
1
1.0%
1.0065661194772706
1
1.0%
1.0078148627720662
1
1.0%
SMALLEST VALUES
1.0008776641477573
1
1.0%
1.0010306662896913
1
1.0%
1.0014050280281803
1
1.0%
1.0025518139012055
1
1.0%
1.0026953100837006
1
1.0%
1.0033128701564782
1
1.0%
1.0033701488211724
1
1.0%
1.0034338269294731
1
1.0%
1.0034524843710209
1
1.0%
1.0036292832329072
1
1.0%
1.003661542851895
1
1.0%
1.0036730947880088
1
1.0%
1.0041040883195094
1
1.0%
1.0043153152667716
1
1.0%
1.0043612226764895
1
1.0%
LARGEST VALUES
2.370448264143409
1
1.0%
1.8520302059718383
1
1.0%
1.2565932636603758
1
1.0%
1.1540112979125352
1
1.0%
1.0826954893166847
1
1.0%
1.075500398117808
1
1.0%
1.0333298287525363
1
1.0%
1.0240838734345976
1
1.0%
1.0209143818961852
1
1.0%
1.0202555949756114
1
1.0%
1.0197322357636325
1
1.0%
1.0197223392931725
1
1.0%
1.0194532415825452
1
1.0%
1.0189903146148485
1
1.0%
1.0181543656979557
1
1.0%
mould_margin
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_median
-0.84
mould_mean
-0.82
mould_min
-0.80
mould_rms
-0.80
bucket_margin
0.79
bucket_median
-0.77
bucket_mean
-0.77
bucket_rms
-0.77
discharge_median
-0.75
bucket_min
-0.74
discharge_mean
-0.74
discharge_rms
-0.74
discharge_margin
0.73
discharge_max
-0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.04
MOST FREQUENT VALUES
0.0027894317593844
1
1.0%
0.0029712121806722
1
1.0%
0.0029778145976487
1
1.0%
0.0029756831358386
1
1.0%
0.0029664797198918
1
1.0%
0.0029725057176048
1
1.0%
0.0029375905381757
1
1.0%
0.002968167115789
1
1.0%
0.0029701390170751
1
1.0%
0.0029783012326691
1
1.0%
0.0029968030650948
1
1.0%
0.0029894729459252
1
1.0%
0.0056935763476773
1
1.0%
0.0056329949092299
1
1.0%
0.005586282098841
1
1.0%
SMALLEST VALUES
0.0025926034342375
1
1.0%
0.0025952601776645
1
1.0%
0.0025995650259669
1
1.0%
0.0026165070774325
1
1.0%
0.0026658218507327
1
1.0%
0.0026672394609515
1
1.0%
0.0026798040961761
1
1.0%
0.0026884076842474
1
1.0%
0.0026969965570425
1
1.0%
0.0027894317593844
1
1.0%
0.0028027033062106
1
1.0%
0.0028867131067031
1
1.0%
0.0028895371534381
1
1.0%
0.0028917099861501
1
1.0%
0.0028967930073641
1
1.0%
LARGEST VALUES
0.0135499945137288
1
1.0%
0.0082298312196664
1
1.0%
0.0067105144117045
1
1.0%
0.0066939053335331
1
1.0%
0.0064848189068655
1
1.0%
0.0056935763476773
1
1.0%
0.0056329949092299
1
1.0%
0.005586282098841
1
1.0%
0.0055194220563069
1
1.0%
0.005463104203631
1
1.0%
0.0054174211169031
1
1.0%
0.0053439080867731
1
1.0%
0.0052909114744232
1
1.0%
0.0052433723497555
1
1.0%
0.0051781517101748
1
1.0%
oil_pressure_mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_rms
1.00
oil_pressure_median
1.00
oil_pressure_margin
-0.99
oil_pressure_min
0.98
oil_pressure_max
0.98
mould_max
0.64
mould_rms
0.63
mould_mean
0.62
mould_median
0.60
bucket_max
0.60
bucket_rms
0.59
oil_pressure_sum
0.59
bucket_median
0.59
bucket_mean
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.18
MOST FREQUENT VALUES
423.2803602923946
1
1.0%
420.22078296135743
1
1.0%
420.2428969806521
1
1.0%
420.18026759578015
1
1.0%
420.39501981437206
1
1.0%
420.4083202991425
1
1.0%
420.7146283789676
1
1.0%
421.3546330539082
1
1.0%
421.4208187802762
1
1.0%
422.1589105412567
1
1.0%
422.473507959732
1
1.0%
422.4567544695793
1
1.0%
100.70325983821316
1
1.0%
100.6975501077
1
1.0%
100.68276774369065
1
1.0%
SMALLEST VALUES
95.85228569084693
1
1.0%
95.86502882734378
1
1.0%
95.86514283652106
1
1.0%
100.6493887937595
1
1.0%
100.6780498300165
1
1.0%
100.6813441115752
1
1.0%
100.68276774369065
1
1.0%
100.68696491492392
1
1.0%
100.68843909005332
1
1.0%
100.68876177683326
1
1.0%
100.69563665520084
1
1.0%
100.6975501077
1
1.0%
100.69776165189585
1
1.0%
100.70325983821316
1
1.0%
100.70771065495146
1
1.0%
LARGEST VALUES
446.2250328056301
1
1.0%
446.21243300894713
1
1.0%
445.04994807408366
1
1.0%
444.4601563075914
1
1.0%
444.4370883630157
1
1.0%
444.3581746527692
1
1.0%
444.2121241009145
1
1.0%
444.21099358603993
1
1.0%
444.1524815501373
1
1.0%
444.1266417183076
1
1.0%
444.0278738773328
1
1.0%
443.9239142512501
1
1.0%
443.492182856009
1
1.0%
443.2988577042293
1
1.0%
443.2419613382445
1
1.0%
oil_pressure_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_mean
1.00
oil_pressure_margin
-0.99
oil_pressure_rms
0.99
oil_pressure_min
0.97
oil_pressure_max
0.97
mould_max
0.63
mould_rms
0.62
mould_mean
0.61
mould_median
0.60
bucket_max
0.60
oil_pressure_sum
0.59
bucket_rms
0.58
bucket_median
0.58
bucket_mean
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.18
MOST FREQUENT VALUES
100.68359375
2
2.0%
444.20015517979454
2
2.0%
100.67757384417808
1
1.0%
100.66927083333331
1
1.0%
420.415709252451
1
1.0%
420.4270629362479
1
1.0%
420.356737219769
1
1.0%
420.3521437872024
1
1.0%
420.4204963235294
1
1.0%
420.419921875
1
1.0%
420.5228093411403
1
1.0%
421.4496177998898
1
1.0%
421.4212390988372
1
1.0%
422.3814174107143
1
1.0%
100.68766276041669
1
1.0%
SMALLEST VALUES
95.84727411684784
1
1.0%
95.86527506510416
1
1.0%
95.87427883283466
1
1.0%
95.9566066576087
1
1.0%
100.66927083333331
1
1.0%
100.67337566361005
1
1.0%
100.67757384417808
1
1.0%
100.68161423141892
1
1.0%
100.68359375
2
2.0%
100.68766276041669
1
1.0%
100.68991193944372
1
1.0%
100.69223041668596
1
1.0%
100.69610242217664
1
1.0%
100.6981102195946
1
1.0%
100.70732964409724
1
1.0%
LARGEST VALUES
446.2316931189001
1
1.0%
446.2295323202055
1
1.0%
445.1703045819257
1
1.0%
444.2785314611487
1
1.0%
444.2690496575343
1
1.0%
444.2650363869863
1
1.0%
444.2300286091549
1
1.0%
444.2247565282535
1
1.0%
444.20015517979454
2
2.0%
444.17741331335617
1
1.0%
444.1491272926514
1
1.0%
443.2998448202055
1
1.0%
443.26439426369865
1
1.0%
443.2393160331854
1
1.0%
443.18715688344594
1
1.0%
oil_pressure_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_sum
0.87
bucket_sum
0.82
ingot_sum
0.82
discharge_sum
0.67
ingot_ptp
0.62
discharge_ptp
0.60
oil_pressure_margin
-0.60
oil_pressure_max
0.59
oil_pressure_rms
0.59
oil_pressure_median
0.59
oil_pressure_mean
0.59
discharge_std
0.55
oil_pressure_min
0.55
ingot_max
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.17
MOST FREQUENT VALUES
1269.841080877184
1
1.0%
78581.28641377384
1
1.0%
63876.92034105912
1
1.0%
84036.05351915603
1
1.0%
21440.14601053297
1
1.0%
80297.98917713622
1
1.0%
74887.20385145623
1
1.0%
80057.38028024256
1
1.0%
66163.06854850336
1
1.0%
47703.956891162
1
1.0%
57033.92357456382
1
1.0%
27037.23228605308
1
1.0%
9667.512944468464
1
1.0%
17924.163919170598
1
1.0%
14095.587484116688
1
1.0%
SMALLEST VALUES
301.9481663812785
1
1.0%
402.712199320066
1
1.0%
1245.853361557707
1
1.0%
1269.841080877184
1
1.0%
1409.9079491693203
1
1.0%
1913.0523333835545
1
1.0%
4027.253764463008
1
1.0%
4632.097035987209
1
1.0%
5284.031133792351
1
1.0%
6846.835800824661
1
1.0%
8924.500656112603
1
1.0%
9667.512944468464
1
1.0%
10639.172584901502
1
1.0%
12385.563308589704
1
1.0%
13133.508949346098
1
1.0%
LARGEST VALUES
88219.40950446011
1
1.0%
85543.91386045187
1
1.0%
84036.05351915603
1
1.0%
82568.61239712761
1
1.0%
81587.10280095691
1
1.0%
81489.12704288178
1
1.0%
81165.07393123748
1
1.0%
80297.98917713622
1
1.0%
80057.38028024256
1
1.0%
79879.78741670269
1
1.0%
79218.89075718689
1
1.0%
79037.864943237
1
1.0%
78681.86415608256
1
1.0%
78663.3998551272
1
1.0%
78581.28641377384
1
1.0%
oil_pressure_std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_ptp
1.00
oil_pressure_var
1.00
oil_pressure_shape
0.90
oil_pressure_impulse
0.85
oil_pressure_crest
0.85
oil_pressure_min
-0.31
oil_pressure_margin
0.20
bucket_max
-0.18
bucket_rms
-0.18
bucket_median
-0.18
bucket_mean
-0.18
bucket_min
-0.17
discharge_rms
-0.17
mould_max
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.06
MOST FREQUENT VALUES
0.1412486795867278
1
1.0%
0.4582596414618922
1
1.0%
0.4284988058701989
1
1.0%
0.4689695202220545
1
1.0%
0.1571804672894168
1
1.0%
0.1833419133178118
1
1.0%
0.5131203316195279
1
1.0%
0.3569661994690378
1
1.0%
0.1867894906529539
1
1.0%
0.5197674776180455
1
1.0%
0.1702273854041526
1
1.0%
0.1769807491334968
1
1.0%
0.0695514110947875
1
1.0%
0.0689677736185323
1
1.0%
0.057688619413002
1
1.0%
SMALLEST VALUES
0.0230074865421717
1
1.0%
0.0358437521985704
1
1.0%
0.057688619413002
1
1.0%
0.0650016269263769
1
1.0%
0.0653229513659524
1
1.0%
0.0655156715936825
1
1.0%
0.0672598318250304
1
1.0%
0.0689677736185323
1
1.0%
0.0693909719721462
1
1.0%
0.0695514110947875
1
1.0%
0.0725722887486216
1
1.0%
0.0832979879259884
1
1.0%
0.1011175885161733
1
1.0%
0.1024310735883706
1
1.0%
0.1056674112535913
1
1.0%
LARGEST VALUES
139.94499455568555
1
1.0%
133.6180873974387
1
1.0%
2.387654782150926
1
1.0%
2.288631150903889
1
1.0%
1.541640335266233
1
1.0%
1.4238486400741797
1
1.0%
1.2544323549051266
1
1.0%
1.2309986512567794
1
1.0%
1.165701411348394
1
1.0%
1.0250940544235103
1
1.0%
1.0074386685280108
1
1.0%
0.9427341924028836
1
1.0%
0.8768569236473246
1
1.0%
0.8765281888575144
1
1.0%
0.8574713670933519
1
1.0%
oil_pressure_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_mean
0.98
oil_pressure_rms
0.97
oil_pressure_margin
-0.97
oil_pressure_median
0.97
oil_pressure_max
0.94
mould_max
0.64
mould_rms
0.63
mould_mean
0.63
bucket_max
0.61
mould_median
0.61
bucket_rms
0.60
bucket_median
0.60
bucket_mean
0.60
discharge_rms
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.18
MOST FREQUENT VALUES
423.1592465753425
1
1.0%
419.0381855867347
1
1.0%
419.1091579861111
1
1.0%
418.82750166223406
1
1.0%
419.9393622819768
1
1.0%
419.5442708333333
1
1.0%
419.8947482638889
1
1.0%
420.0217013888889
1
1.0%
420.9787326388889
1
1.0%
421.0245414402174
1
1.0%
422.0057397959184
1
1.0%
421.93677325581393
1
1.0%
100.55048694349315
1
1.0%
100.52897135416669
1
1.0%
100.55954391891892
1
1.0%
SMALLEST VALUES
95.25492350260416
1
1.0%
95.26407877604169
1
1.0%
95.5033542798913
1
1.0%
95.50826671511628
1
1.0%
100.50213788006756
1
1.0%
100.517578125
1
1.0%
100.52897135416669
1
1.0%
100.54547991071428
1
1.0%
100.54848030821918
1
1.0%
100.55048694349315
1
1.0%
100.55954391891892
1
1.0%
100.57169596354169
1
1.0%
100.57340054898648
1
1.0%
100.59329516267124
1
1.0%
100.60132170376713
1
1.0%
LARGEST VALUES
445.98388671875
1
1.0%
445.2748325892857
1
1.0%
443.9887895976028
1
1.0%
443.8582136824325
1
1.0%
443.0826822916667
1
1.0%
443.0578283361487
1
1.0%
443.0563730736301
1
1.0%
443.0483465325343
1
1.0%
443.02761130136986
1
1.0%
443.0082138270548
1
1.0%
442.9948362585616
1
1.0%
442.9921324823944
1
1.0%
442.9700877568493
1
1.0%
442.94908311631946
1
1.0%
442.9254236355634
1
1.0%
oil_pressure_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_rms
0.99
oil_pressure_mean
0.98
oil_pressure_median
0.97
oil_pressure_margin
-0.95
oil_pressure_min
0.94
mould_max
0.62
mould_rms
0.60
mould_mean
0.60
oil_pressure_sum
0.59
mould_median
0.58
bucket_max
0.58
bucket_rms
0.56
bucket_median
0.56
bucket_mean
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.17
MOST FREQUENT VALUES
423.4355204814189
1
1.0%
420.927734375
1
1.0%
420.8689328457447
1
1.0%
420.8132102272728
1
1.0%
420.7071586277174
1
1.0%
420.9205163043478
1
1.0%
421.8769106657609
1
1.0%
421.9763962765957
1
1.0%
421.92848899147725
1
1.0%
422.92802526595744
1
1.0%
422.8982204861111
1
1.0%
422.80078125
1
1.0%
100.92065783514492
1
1.0%
100.89540223817568
1
1.0%
100.81907460387325
1
1.0%
SMALLEST VALUES
96.21961805555556
1
1.0%
96.25651041666669
1
1.0%
96.30477241847828
1
1.0%
100.6708850599315
1
1.0%
100.70668813344597
1
1.0%
100.79775528169014
1
1.0%
100.81907460387325
1
1.0%
100.84479345034246
1
1.0%
100.8568332619863
1
1.0%
100.89540223817568
1
1.0%
100.90298587328768
1
1.0%
100.92065783514492
1
1.0%
100.93776755136986
1
1.0%
100.97243617957749
1
1.0%
100.98325128424658
1
1.0%
LARGEST VALUES
446.5773491010274
1
1.0%
446.4194937928082
1
1.0%
446.39675192636986
1
1.0%
445.5979038292253
1
1.0%
445.4977793236301
1
1.0%
445.47572544642856
1
1.0%
445.4464474239865
1
1.0%
445.4415935359589
1
1.0%
444.62556185787673
1
1.0%
444.5688608530405
1
1.0%
444.5131902825343
1
1.0%
444.4239656690141
1
1.0%
444.4170977618243
1
1.0%
443.80150363869865
1
1.0%
443.529270119863
1
1.0%
oil_pressure_skew
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_kurt
-0.62
mould_crest
-0.29
mould_impulse
-0.29
ingot_ptp
-0.29
ingot_std
-0.27
ingot_median
-0.26
ingot_max
-0.25
discharge_sum
-0.24
mould_ptp
-0.24
oil_pressure_sum
-0.24
ingot_var
-0.24
bucket_sum
-0.22
ingot_sum
-0.22
discharge_skew
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.10
MOST FREQUENT VALUES
1.02165689935789
1
1.0%
-1.033986488236538
1
1.0%
-1.267247448009274
1
1.0%
-1.011092145417238
1
1.0%
-0.5157515565326385
1
1.0%
-0.4598254480495264
1
1.0%
0.8319154689998937
1
1.0%
-1.904527270837272
1
1.0%
0.053865769902362
1
1.0%
-0.6456874760232129
1
1.0%
-0.0472955858577464
1
1.0%
-0.7765462679734996
1
1.0%
0.1369996916922601
1
1.0%
0.4653582867283573
1
1.0%
0.1827580797635486
1
1.0%
SMALLEST VALUES
-3.6348878370889968
1
1.0%
-3.296241648818761
1
1.0%
-3.158580805335598
1
1.0%
-2.239967395797501
1
1.0%
-1.904527270837272
1
1.0%
-1.7933741000399137
1
1.0%
-1.7752646286952918
1
1.0%
-1.7280996582431574
1
1.0%
-1.3793580358232511
1
1.0%
-1.2792688866261128
1
1.0%
-1.267247448009274
1
1.0%
-1.1757105633767737
1
1.0%
-1.0782258521815211
1
1.0%
-1.033986488236538
1
1.0%
-1.011092145417238
1
1.0%
LARGEST VALUES
1.996706562845312
1
1.0%
1.780003375889372
1
1.0%
1.6635304691624528
1
1.0%
1.4619773647555727
1
1.0%
1.1690824119531331
1
1.0%
1.04352405636125
1
1.0%
1.02165689935789
1
1.0%
0.9947557384410872
1
1.0%
0.979796060560835
1
1.0%
0.9260749714353148
1
1.0%
0.9240699443091872
1
1.0%
0.8319154689998937
1
1.0%
0.7884261222153809
1
1.0%
0.726698297041968
1
1.0%
0.6721704392857736
1
1.0%
oil_pressure_kurt
MISSING:
3
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_skew
-0.62
ingot_var
0.29
ingot_median
0.28
mould_crest
0.27
mould_impulse
0.26
ingot_std
0.26
ingot_shape
0.23
ingot_max
0.20
ingot_ptp
0.20
ingot_rms
0.20
ingot_mean
0.19
mould_max
0.18
discharge_mean
0.18
bucket_min
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.03
MOST FREQUENT VALUES
-1.240741821573662
1
1.1%
5.129480056013755
1
1.1%
0.7233649597937326
1
1.1%
-0.2585579844174122
1
1.1%
0.3795784399971538
1
1.1%
2.0658216895844257
1
1.1%
-0.6503541152801051
1
1.1%
3.76486709678766
1
1.1%
-0.2672669875625439
1
1.1%
-1.0822987037196166
1
1.1%
0.1889825622479719
1
1.1%
0.972827219375568
1
1.1%
0.0902633046954868
1
1.1%
0.0347450258404733
1
1.1%
-0.4947818575432463
1
1.1%
SMALLEST VALUES
-1.906626720337601
1
1.1%
-1.767209575090822
1
1.1%
-1.5618008697086363
1
1.1%
-1.5509075628045292
1
1.1%
-1.5250312193995763
1
1.1%
-1.5114953614277036
1
1.1%
-1.4868001234983803
1
1.1%
-1.4308618116213965
1
1.1%
-1.2992500742570654
1
1.1%
-1.2544939667005988
1
1.1%
-1.2527045151414054
1
1.1%
-1.245754428202622
1
1.1%
-1.2425557222857035
1
1.1%
-1.240741821573662
1
1.1%
-1.1927563369093457
1
1.1%
LARGEST VALUES
20.268441596625173
1
1.1%
15.6841052405509
1
1.1%
11.83351926676178
1
1.1%
7.422097005803579
1
1.1%
5.129480056013755
1
1.1%
4.242232171191498
1
1.1%
4.021296816846672
1
1.1%
3.76486709678766
1
1.1%
3.4556904638482533
1
1.1%
3.012507615132118
1
1.1%
2.4752723858063974
1
1.1%
2.0658216895844257
1
1.1%
1.8622927065269708
1
1.1%
1.5446908527050272
1
1.1%
1.5009577747363267
1
1.1%
oil_pressure_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_std
1.00
oil_pressure_ptp
1.00
oil_pressure_shape
0.91
oil_pressure_impulse
0.86
oil_pressure_crest
0.86
oil_pressure_min
-0.31
oil_pressure_margin
0.22
bucket_max
-0.18
bucket_rms
-0.18
bucket_median
-0.18
bucket_mean
-0.18
mould_max
-0.17
discharge_max
-0.17
discharge_median
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.06
MOST FREQUENT VALUES
0.0199511894849941
1
1.0%
0.2100018989927819
1
1.0%
0.1836112266321864
1
1.0%
0.219932410897304
1
1.0%
0.0247056992973194
1
1.0%
0.033614257179036
1
1.0%
0.2632924747213342
1
1.0%
0.1274248675633689
1
1.0%
0.0348903138183899
1
1.0%
0.2701582307894255
1
1.0%
0.0289773627415339
1
1.0%
0.0313221855638537
1
1.0%
0.0048373987852761
1
1.0%
0.0047565537978971
1
1.0%
0.0033279768097782
1
1.0%
SMALLEST VALUES
0.0005293444369882
1
1.0%
0.0012847745716725
1
1.0%
0.0033279768097782
1
1.0%
0.0042252115030758
1
1.0%
0.0042670879751585
1
1.0%
0.0042923032243712
1
1.0%
0.0045238849771313
1
1.0%
0.0047565537978971
1
1.0%
0.0048151069912391
1
1.0%
0.0048373987852761
1
1.0%
0.0052667370942133
1
1.0%
0.0069385547925181
1
1.0%
0.0102247667073261
1
1.0%
0.0104921248364661
1
1.0%
0.0111656018010356
1
1.0%
LARGEST VALUES
19584.601501190857
1
1.0%
17853.793279749563
1
1.0%
5.700895358728186
1
1.0%
5.237832544887662
1
1.0%
2.376654923319783
1
1.0%
2.027344949841091
1
1.0%
1.573600533032821
1
1.0%
1.51535767939601
1
1.0%
1.358859780419638
1
1.0%
1.0508178204144312
1
1.0%
1.014932670845491
1
1.0%
0.8887477575255168
1
1.0%
0.76887806454825
1
1.0%
0.7683016658618343
1
1.0%
0.7352571453849418
1
1.0%
oil_pressure_rms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_mean
1.00
oil_pressure_median
0.99
oil_pressure_max
0.99
oil_pressure_margin
-0.98
oil_pressure_min
0.97
mould_max
0.64
mould_rms
0.62
mould_mean
0.62
mould_median
0.60
bucket_max
0.60
oil_pressure_sum
0.59
bucket_rms
0.58
bucket_median
0.58
bucket_mean
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.18
MOST FREQUENT VALUES
423.2803760039584
1
1.0%
420.2210314959859
1
1.0%
420.24311400182273
1
1.0%
420.18052799910936
1
1.0%
420.3950486221265
1
1.0%
420.4083600679376
1
1.0%
420.71493953193095
1
1.0%
421.35478346662205
1
1.0%
421.42085991265407
1
1.0%
422.1592276817252
1
1.0%
422.47354200058174
1
1.0%
422.4567909618057
1
1.0%
100.70328360610635
1
1.0%
100.6975735930332
1
1.0%
100.68278415268172
1
1.0%
SMALLEST VALUES
95.85243003330056
1
1.0%
95.8651420496504
1
1.0%
95.86528420776268
1
1.0%
100.64939304871017
1
1.0%
100.6780518016892
1
1.0%
100.68136457008632
1
1.0%
100.68278415268172
1
1.0%
100.68698498953832
1
1.0%
100.68846293754908
1
1.0%
100.68878277808804
1
1.0%
100.69566259434576
1
1.0%
100.6975735930332
1
1.0%
100.697783626263
1
1.0%
100.70328360610635
1
1.0%
100.7077426432802
1
1.0%
LARGEST VALUES
446.225043974343
1
1.0%
446.2124720418879
1
1.0%
445.0507694715647
1
1.0%
444.4603588509887
1
1.0%
444.4372748729011
1
1.0%
444.3584283213201
1
1.0%
444.2121638631869
1
1.0%
444.2116278018957
1
1.0%
444.15275442602587
1
1.0%
444.1267490952885
1
1.0%
444.0280651941461
1
1.0%
443.9241563909387
1
1.0%
443.4924143581297
1
1.0%
443.2988724909655
1
1.0%
443.2419738423533
1
1.0%
oil_pressure_ptp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_std
1.00
oil_pressure_var
1.00
oil_pressure_shape
0.89
oil_pressure_impulse
0.84
oil_pressure_crest
0.84
oil_pressure_min
-0.30
oil_pressure_margin
0.20
bucket_max
-0.18
bucket_rms
-0.18
bucket_mean
-0.18
bucket_median
-0.18
bucket_min
-0.17
discharge_rms
-0.17
discharge_median
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.06
MOST FREQUENT VALUES
0.2762739060764261
1
1.0%
1.8895487882653013
1
1.0%
1.7597748596336371
1
1.0%
1.985708565038749
1
1.0%
0.7677963457405781
1
1.0%
1.3762454710144991
1
1.0%
1.9821624018719604
1
1.0%
1.9546948877068075
1
1.0%
0.949756352588338
1
1.0%
1.903483825740068
1
1.0%
0.8924806901927127
1
1.0%
0.8640079941860677
1
1.0%
0.3701708916517674
1
1.0%
0.3664308840089916
1
1.0%
0.2595306849543277
1
1.0%
SMALLEST VALUES
0.0563246351820794
1
1.0%
0.0628745719178027
1
1.0%
0.226059318148458
1
1.0%
0.2595306849543277
1
1.0%
0.2762739060764261
1
1.0%
0.3016641695205493
1
1.0%
0.3113533512720181
1
1.0%
0.3272153253424648
1
1.0%
0.3446064298114493
1
1.0%
0.3643670023833749
1
1.0%
0.3664308840089916
1
1.0%
0.3701708916517674
1
1.0%
0.4347709760273943
1
1.0%
0.4356070740582254
1
1.0%
0.4475974300194139
1
1.0%
LARGEST VALUES
308.7349269701087
1
1.0%
304.2530681735964
1
1.0%
8.271088471283747
1
1.0%
7.329678244168804
1
1.0%
6.175611413043498
1
1.0%
5.083518804505786
1
1.0%
4.650683341408296
1
1.0%
4.473418473078027
1
1.0%
4.450147587120512
1
1.0%
3.830186631944457
1
1.0%
3.6072358630952976
1
1.0%
3.482761325778938
1
1.0%
3.445013131710539
1
1.0%
3.4046194439754345
1
1.0%
3.3354423415492533
1
1.0%
oil_pressure_crest
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_impulse
1.00
oil_pressure_shape
0.99
oil_pressure_var
0.86
oil_pressure_std
0.85
oil_pressure_ptp
0.84
oil_pressure_margin
0.28
oil_pressure_min
-0.26
oil_pressure_median
-0.22
oil_pressure_mean
-0.16
bucket_max
-0.16
bucket_rms
-0.16
bucket_mean
-0.15
bucket_median
-0.15
mould_max
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.05
MOST FREQUENT VALUES
1.0003665288689385
1
1.0%
1.0016817408602758
1
1.0%
1.001489182863611
1
1.0%
1.0015057390478712
1
1.0%
1.000742420745948
1
1.0%
1.0012182351376824
1
1.0%
1.002761896535271
1
1.0%
1.0014752717528432
1
1.0%
1.0012045656186277
1
1.0%
1.0018211080886568
1
1.0%
1.0010052191280865
1
1.0%
1.000814261471359
1
1.0%
1.0021585614813595
1
1.0%
1.0019645820458594
1
1.0%
1.0013536619228254
1
1.0%
SMALLEST VALUES
1.0002135334408917
1
1.0%
1.0002844347029398
1
1.0%
1.0003665288689385
1
1.0%
1.0004068191662998
1
1.0%
1.000418793273012
1
1.0%
1.0004357662598524
1
1.0%
1.0005197342993517
1
1.0%
1.0006537518110028
1
1.0%
1.0006918915804888
1
1.0%
1.0007208788406694
1
1.0%
1.000742420745948
1
1.0%
1.0007488228544037
1
1.0%
1.0007569598379282
1
1.0%
1.0007738783472333
1
1.0%
1.000802987893784
1
1.0%
LARGEST VALUES
1.7422634574734528
1
1.0%
1.157273932590729
1
1.0%
1.0097647234409706
1
1.0%
1.0088707169224556
1
1.0%
1.0067987811036547
1
1.0%
1.0056699657296937
1
1.0%
1.005631536630535
1
1.0%
1.00561562283453
1
1.0%
1.0055518880801244
1
1.0%
1.0051279363843042
1
1.0%
1.004866784322625
1
1.0%
1.0047191540686091
1
1.0%
1.0046569966549674
1
1.0%
1.0043574833725315
1
1.0%
1.0042506704488583
1
1.0%
oil_pressure_shape
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_impulse
0.99
oil_pressure_crest
0.99
oil_pressure_var
0.91
oil_pressure_std
0.90
oil_pressure_ptp
0.89
oil_pressure_min
-0.28
oil_pressure_margin
0.27
oil_pressure_median
-0.21
oil_pressure_mean
-0.16
bucket_max
-0.16
bucket_rms
-0.16
bucket_median
-0.16
bucket_mean
-0.16
mould_max
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.05
MOST FREQUENT VALUES
1.0000000371185749
1
1.0%
1.000000591438212
1
1.0%
1.0000005164184147
1
1.0%
1.0000006197419282
1
1.0%
1.0000000685254418
1
1.0%
1.0000000945956424
1
1.0%
1.000000739581993
1
1.0%
1.0000003569741545
1
1.0%
1.0000000976040482
1
1.0%
1.000000751234809
1
1.0%
1.0000000805751108
1
1.0%
1.000000086380975
1
1.0%
1.0000002360191045
1
1.0%
1.0000002332264606
1
1.0%
1.000000162977155
1
1.0%
SMALLEST VALUES
1.000000019583938
1
1.0%
1.0000000250293284
1
1.0%
1.0000000259372726
1
1.0%
1.000000028210571
1
1.0%
1.0000000333561343
1
1.0%
1.0000000371185749
1
1.0%
1.0000000372866416
1
1.0%
1.0000000422749775
1
1.0%
1.0000000446723056
1
1.0%
1.0000000511747924
1
1.0%
1.000000057446237
1
1.0%
1.0000000581239217
1
1.0%
1.0000000685254418
1
1.0%
1.0000000805751108
1
1.0%
1.0000000812925929
1
1.0%
LARGEST VALUES
1.251688139746736
1
1.0%
1.08164575915922
1
1.0%
1.0000156729208478
1
1.0%
1.0000149075909723
1
1.0%
1.000007025379925
1
1.0%
1.0000054119133956
1
1.0%
1.000004598102077
1
1.0%
1.000004522599451
1
1.0%
1.0000038316082942
1
1.0%
1.0000031568760637
1
1.0%
1.000003088296158
1
1.0%
1.0000026105460058
1
1.0%
1.0000022534760145
1
1.0%
1.0000022025504236
1
1.0%
1.0000021098077287
1
1.0%
oil_pressure_impulse
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_crest
1.00
oil_pressure_shape
0.99
oil_pressure_var
0.86
oil_pressure_std
0.85
oil_pressure_ptp
0.84
oil_pressure_margin
0.28
oil_pressure_min
-0.26
oil_pressure_median
-0.22
oil_pressure_mean
-0.16
bucket_max
-0.16
bucket_rms
-0.15
bucket_median
-0.15
bucket_mean
-0.15
mould_max
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.05
MOST FREQUENT VALUES
1.0003665660011185
1
1.0%
1.0016823332931335
1
1.0%
1.001489700051067
1
1.0%
1.001506359722969
1
1.0%
1.0007424893222645
1
1.0%
1.0012183298485646
1
1.0%
1.0027626381599128
1
1.0%
1.0014756292536315
1
1.0%
1.001204663340246
1
1.0%
1.0018218606915454
1
1.0%
1.0010052997841927
1
1.0%
1.0008143479226712
1
1.0%
1.0021587980099256
1
1.0%
1.0019648157305123
1
1.0%
1.001353825120597
1
1.0%
SMALLEST VALUES
1.0002135757248964
1
1.0%
1.0002844542924485
1
1.0%
1.0003665660011185
1
1.0%
1.000406876635907
1
1.0%
1.0004188214953975
1
1.0%
1.000435791300088
1
1.0%
1.0005197676728224
1
1.0%
1.000653993740148
1
1.0%
1.0006919175357072
1
1.0%
1.0007209161541903
1
1.0%
1.0007424893222645
1
1.0%
1.0007488675601608
1
1.0%
1.0007571242714013
1
1.0%
1.0007739839286096
1
1.0%
1.0008030774775634
1
1.0%
LARGEST VALUES
2.1807705060336624
1
1.0%
1.2517604413722754
1
1.0%
1.009780549403556
1
1.0%
1.0088857567544474
1
1.0%
1.0068058542476
1
1.0%
1.005673071536385
1
1.0%
1.0056360846991703
1
1.0%
1.005618248040378
1
1.0%
1.005555740961079
1
1.0%
1.0051325580651564
1
1.0%
1.004872222574636
1
1.0%
1.0047206670594249
1
1.0%
1.0046590923083367
1
1.0%
1.004359389588667
1
1.0%
1.004253840743762
1
1.0%
oil_pressure_margin
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oil_pressure_median
-0.99
oil_pressure_mean
-0.99
oil_pressure_rms
-0.98
oil_pressure_min
-0.97
oil_pressure_max
-0.95
mould_max
-0.61
oil_pressure_sum
-0.60
mould_rms
-0.60
mould_mean
-0.59
mould_median
-0.58
bucket_max
-0.57
bucket_rms
-0.56
bucket_median
-0.56
bucket_mean
-0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.19
MOST FREQUENT VALUES
0.0023633663638683
1
1.0%
0.0023837048854036
1
1.0%
0.0023831210646189
1
1.0%
0.0023835159262796
1
1.0%
0.0023804813143698
1
1.0%
0.0023815378561873
1
1.0%
0.0023834746179936
1
1.0%
0.0023767998514579
1
1.0%
0.0023757835842995
1
1.0%
0.0023730918279258
1
1.0%
0.0023693918812054
1
1.0%
0.002369033841533
1
1.0%
0.0099516023574605
1
1.0%
0.0099502402457544
1
1.0%
0.0099456326793653
1
1.0%
SMALLEST VALUES
0.0022419983590115
1
1.0%
0.0022429177986799
1
1.0%
0.0022529846061792
1
1.0%
0.0022530825664244
1
1.0%
0.0022537384628028
1
1.0%
0.0022551227165565
1
1.0%
0.0022551423424212
1
1.0%
0.0022556284840634
1
1.0%
0.0022556799011138
1
1.0%
0.0022562083146132
1
1.0%
0.0022569870196696
1
1.0%
0.0022570489907474
1
1.0%
0.0022575919026509
1
1.0%
0.0022580383510075
1
1.0%
0.0022595686049801
1
1.0%
LARGEST VALUES
0.0117647442624196
1
1.0%
0.010481968789977
1
1.0%
0.0104739307643847
1
1.0%
0.0104698915039517
1
1.0%
0.0099596394796448
1
1.0%
0.0099592823511783
1
1.0%
0.0099543764618214
1
1.0%
0.0099516023574605
1
1.0%
0.0099502402457544
1
1.0%
0.0099496388770895
1
1.0%
0.0099489803010031
1
1.0%
0.0099469854004523
1
1.0%
0.0099456326793653
1
1.0%
0.0099427005822612
1
1.0%
0.0099376020829538
1
1.0%
bucket_mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_rms
1.00
bucket_median
1.00
discharge_median
0.97
bucket_max
0.97
discharge_rms
0.96
mould_mean
0.96
mould_rms
0.95
discharge_mean
0.95
bucket_min
0.95
mould_median
0.95
discharge_max
0.94
bucket_margin
-0.92
mould_min
0.90
mould_max
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.15
MOST FREQUENT VALUES
620.5455995181848
1
1.0%
545.2424731813444
1
1.0%
554.0449125086408
1
1.0%
555.7794701806536
1
1.0%
558.0479827639133
1
1.0%
551.9966302984453
1
1.0%
551.3012936255479
1
1.0%
553.2807449100858
1
1.0%
553.3595937356087
1
1.0%
547.1929889258162
1
1.0%
550.9425399464318
1
1.0%
562.4192888339226
1
1.0%
243.48750884160725
1
1.0%
243.4790205010721
1
1.0%
243.5133782476377
1
1.0%
SMALLEST VALUES
237.4659444604915
1
1.0%
237.54683959157177
1
1.0%
237.55245250201529
1
1.0%
237.5749289865638
1
1.0%
237.58905582718413
1
1.0%
237.60028333834447
1
1.0%
237.60938296380743
1
1.0%
237.61015907387065
1
1.0%
237.6417895289219
1
1.0%
237.64889096645763
1
1.0%
237.6588536353835
1
1.0%
237.7079621711196
1
1.0%
237.71415246817003
1
1.0%
237.7236332444757
1
1.0%
243.39732160313213
1
1.0%
LARGEST VALUES
620.5455995181848
1
1.0%
565.4809912912024
1
1.0%
562.4192888339226
1
1.0%
561.3366280392293
1
1.0%
559.1024633829887
1
1.0%
558.0479827639133
1
1.0%
557.5734315856903
1
1.0%
557.0019166666385
1
1.0%
556.810434566738
1
1.0%
556.7741795881517
1
1.0%
556.6511380007215
1
1.0%
556.3813016422605
1
1.0%
555.7794701806536
1
1.0%
555.6963941354832
1
1.0%
555.6147047916238
1
1.0%
bucket_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_rms
1.00
bucket_mean
1.00
discharge_median
0.97
bucket_max
0.97
discharge_rms
0.96
mould_mean
0.96
mould_rms
0.96
mould_median
0.95
discharge_mean
0.95
discharge_max
0.94
bucket_min
0.93
bucket_margin
-0.92
mould_min
0.87
mould_max
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.15
MOST FREQUENT VALUES
620.5213392103041
1
1.0%
560.3606160481771
1
1.0%
563.8528908242985
1
1.0%
564.057384988536
1
1.0%
562.2525709502551
1
1.0%
562.8838094075521
1
1.0%
560.5822252578396
1
1.0%
562.2715676477713
1
1.0%
562.490234375
1
1.0%
557.2511935763889
1
1.0%
559.6329918686224
1
1.0%
562.916342983337
1
1.0%
243.4652918985445
1
1.0%
243.4391963500048
1
1.0%
243.50074245505127
1
1.0%
SMALLEST VALUES
237.4727376302084
1
1.0%
237.4831937539457
1
1.0%
237.54144712936048
1
1.0%
237.57230718085103
1
1.0%
237.5779257015306
1
1.0%
237.61005632267444
1
1.0%
237.61058313219849
1
1.0%
237.61635638297872
1
1.0%
237.6678324854651
1
1.0%
237.66900998878288
1
1.0%
237.67643460032508
1
1.0%
237.6937866210937
1
1.0%
237.715970367311
1
1.0%
237.7612810816455
1
1.0%
243.32880725599315
1
1.0%
LARGEST VALUES
620.5213392103041
1
1.0%
565.9350043402778
1
1.0%
565.4251376065341
1
1.0%
565.1552111037234
1
1.0%
565.1146832767658
1
1.0%
565.083631150266
1
1.0%
564.057384988536
1
1.0%
563.938220796131
1
1.0%
563.8528908242985
1
1.0%
563.6293345061317
1
1.0%
562.916342983337
1
1.0%
562.8838094075521
1
1.0%
562.490234375
1
1.0%
562.402905604636
1
1.0%
562.2715676477713
1
1.0%
bucket_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_sum
0.97
discharge_sum
0.91
ingot_sum
0.89
discharge_ptp
0.83
oil_pressure_sum
0.82
ingot_ptp
0.80
discharge_std
0.77
discharge_max
0.73
ingot_max
0.73
discharge_var
0.72
ingot_std
0.69
discharge_median
0.67
discharge_rms
0.66
bucket_median
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.18
MOST FREQUENT VALUES
1861.6367985545544
1
1.0%
101960.3424849114
1
1.0%
84214.8267013134
1
1.0%
111155.89403613072
1
1.0%
28460.447120959576
1
1.0%
105431.35638700306
1
1.0%
98131.63026534754
1
1.0%
105123.3415329163
1
1.0%
86877.45621649057
1
1.0%
61832.807748617226
1
1.0%
74377.24289276829
1
1.0%
35994.834485371044
1
1.0%
23374.800848794297
1
1.0%
43339.26564919084
1
1.0%
34091.87295466928
1
1.0%
SMALLEST VALUES
730.1919648093964
1
1.0%
730.3919761344177
1
1.0%
973.9160454282542
1
1.0%
1861.6367985545544
1
1.0%
3408.5697775813624
1
1.0%
4626.4322285267135
1
1.0%
4876.340082519826
1
1.0%
6507.943292841814
1
1.0%
9508.130858519768
1
1.0%
9741.589592799568
1
1.0%
11199.993999811844
1
1.0%
12194.741570768105
1
1.0%
13154.913823121711
1
1.0%
16561.21555874967
1
1.0%
17793.71527462298
1
1.0%
LARGEST VALUES
113058.70260807988
1
1.0%
111155.89403613072
1
1.0%
108615.37374999451
1
1.0%
105431.35638700306
1
1.0%
105123.3415329163
1
1.0%
104673.54576257252
1
1.0%
104547.04082962552
1
1.0%
104404.0226003816
1
1.0%
103064.5452987212
1
1.0%
102991.16884327444
1
1.0%
101960.3424849114
1
1.0%
101229.57272044674
1
1.0%
100753.8559781306
1
1.0%
100434.9330454352
1
1.0%
98354.4664016623
1
1.0%
bucket_std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_var
0.94
bucket_ptp
0.91
bucket_shape
0.90
mould_std
0.78
mould_ptp
0.76
mould_var
0.75
discharge_shape
0.62
discharge_crest
0.61
discharge_impulse
0.55
bucket_impulse
0.55
bucket_crest
0.52
mould_shape
0.51
discharge_std
0.49
mould_max
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.10
MOST FREQUENT VALUES
0.6061193902142421
1
1.0%
23.926091439297885
1
1.0%
16.794601602372882
1
1.0%
15.9699497408898
1
1.0%
11.629555187856454
1
1.0%
19.086596578718098
1
1.0%
17.324548244091947
1
1.0%
16.95438179656332
1
1.0%
16.558351172696774
1
1.0%
18.25667892700972
1
1.0%
17.53915440474485
1
1.0%
2.413084456865301
1
1.0%
0.3467721515717413
1
1.0%
0.3095041463944407
1
1.0%
0.3505375041972643
1
1.0%
SMALLEST VALUES
0.0386989318219628
1
1.0%
0.0953253093827811
1
1.0%
0.3095041463944407
1
1.0%
0.3238427256585639
1
1.0%
0.3285474424209001
1
1.0%
0.3436046713105063
1
1.0%
0.3467721515717413
1
1.0%
0.3469963882639673
1
1.0%
0.3484603065492418
1
1.0%
0.3494439757081192
1
1.0%
0.3505375041972643
1
1.0%
0.3509387886168804
1
1.0%
0.3687268799252921
1
1.0%
0.3692517143961177
1
1.0%
0.3737044326348352
1
1.0%
LARGEST VALUES
137.39768765407356
1
1.0%
130.3668509705456
1
1.0%
81.74416672644163
1
1.0%
75.3816614459984
1
1.0%
30.98245514005573
1
1.0%
23.926091439297885
1
1.0%
21.81813681137263
1
1.0%
21.48860729633389
1
1.0%
19.086596578718098
1
1.0%
18.9188717095954
1
1.0%
18.25667892700972
1
1.0%
17.53915440474485
1
1.0%
17.324548244091947
1
1.0%
17.19175100069148
1
1.0%
17.17135796224081
1
1.0%
bucket_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mould_min
0.96
bucket_mean
0.95
bucket_rms
0.95
bucket_median
0.93
discharge_mean
0.93
discharge_rms
0.92
discharge_median
0.91
mould_mean
0.91
mould_rms
0.90
bucket_max
0.89
bucket_margin
-0.88
mould_median
0.88
discharge_max
0.87
mould_max
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.11
MOST FREQUENT VALUES
619.9519745291096
1
1.0%
491.5579578488372
1
1.0%
511.9204989346591
1
1.0%
512.7127207880435
1
1.0%
523.5755813953489
1
1.0%
504.9598413584184
1
1.0%
507.48853106831393
1
1.0%
507.8967544880319
1
1.0%
513.6596137152778
1
1.0%
511.8700154622396
1
1.0%
512.0704163896277
1
1.0%
556.1930338541666
1
1.0%
242.8284551056338
1
1.0%
242.8927654109589
1
1.0%
242.6243397887324
1
1.0%
SMALLEST VALUES
233.8774181547619
1
1.0%
234.1555723852041
1
1.0%
234.29718017578125
1
1.0%
234.68157829122345
1
1.0%
234.8868075284091
1
1.0%
234.8956298828125
1
1.0%
235.0064411569149
1
1.0%
235.0519816080729
1
1.0%
235.1771318151596
1
1.0%
235.27734375
1
1.0%
235.35929361979169
1
1.0%
235.3866102430556
1
1.0%
235.60026749320653
1
1.0%
235.6396484375
1
1.0%
236.1076712101064
1
1.0%
LARGEST VALUES
619.9519745291096
1
1.0%
563.6461588541666
1
1.0%
557.559339735243
1
1.0%
556.1930338541666
1
1.0%
553.5495371361301
1
1.0%
550.4979149070946
1
1.0%
548.3190387228261
1
1.0%
545.8117345861486
1
1.0%
540.2910290025685
1
1.0%
537.3558213975695
1
1.0%
535.4626632063356
1
1.0%
531.3454555457746
1
1.0%
525.9983632262324
1
1.0%
524.6183379708904
1
1.0%
523.5755813953489
1
1.0%
bucket_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_rms
0.97
bucket_median
0.97
bucket_mean
0.97
discharge_max
0.94
mould_rms
0.94
discharge_rms
0.94
discharge_median
0.93
mould_mean
0.93
discharge_mean
0.92
mould_max
0.92
mould_median
0.91
bucket_min
0.89
mould_min
0.82
bucket_margin
-0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.15
MOST FREQUENT VALUES
621.1634848151408
1
1.0%
566.7401258680555
1
1.0%
567.9248046875
1
1.0%
567.5456486191861
1
1.0%
566.3897150213069
1
1.0%
566.630859375
1
1.0%
566.1707899305555
1
1.0%
566.9009001358696
1
1.0%
567.0921790081521
1
1.0%
566.9290293817935
1
1.0%
567.6925580929487
1
1.0%
567.2328252377717
1
1.0%
244.3454996744792
1
1.0%
244.41004922945208
1
1.0%
244.75884331597223
1
1.0%
SMALLEST VALUES
239.3759155273437
1
1.0%
239.5782917301829
1
1.0%
239.6825086805556
1
1.0%
239.8295665922619
1
1.0%
239.8895399305556
1
1.0%
239.89734468005952
1
1.0%
240.0179368622449
1
1.0%
240.11782438858697
1
1.0%
240.1622953869048
1
1.0%
240.1932347074468
1
1.0%
240.31017485119048
1
1.0%
240.62721946022728
1
1.0%
240.6305803571429
1
1.0%
240.9070841471354
1
1.0%
243.4345005580357
1
1.0%
LARGEST VALUES
648.4530722128378
1
1.0%
621.1634848151408
1
1.0%
599.0965634300595
1
1.0%
569.8386400799419
1
1.0%
569.7700832201087
1
1.0%
568.9709732380319
1
1.0%
568.9197048611111
1
1.0%
568.765869140625
1
1.0%
567.9248046875
1
1.0%
567.6925580929487
1
1.0%
567.5576853197674
1
1.0%
567.5456486191861
1
1.0%
567.2971035571809
1
1.0%
567.2328252377717
1
1.0%
567.0921790081521
1
1.0%
bucket_skew
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_margin
0.71
bucket_median
-0.67
bucket_mean
-0.67
bucket_rms
-0.66
discharge_sum
-0.66
discharge_margin
0.66
mould_median
-0.64
discharge_median
-0.64
discharge_mean
-0.62
bucket_sum
-0.62
discharge_rms
-0.62
mould_mean
-0.62
mould_rms
-0.61
discharge_max
-0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.10
MOST FREQUENT VALUES
0.1798267620661061
1
1.0%
-1.0106256751681972
1
1.0%
-1.2263485620622707
1
1.0%
-1.575807895947043
1
1.0%
-2.192058453674365
1
1.0%
-1.3358163725512795
1
1.0%
-1.3580120795000237
1
1.0%
-1.4443402633912332
1
1.0%
-1.1670568572914028
1
1.0%
-0.6659023866608174
1
1.0%
-0.961966605295198
1
1.0%
-0.6961408796136175
1
1.0%
0.2015755749510121
1
1.0%
0.7664061246054634
1
1.0%
0.1913505049190872
1
1.0%
SMALLEST VALUES
-6.205669860517399
1
1.0%
-3.986165669949101
1
1.0%
-3.544976925267515
1
1.0%
-3.3047179917429927
1
1.0%
-2.4473642358889136
1
1.0%
-2.364164756812801
1
1.0%
-2.2047197989433376
1
1.0%
-2.192058453674365
1
1.0%
-2.125720293993494
1
1.0%
-2.10978859541626
1
1.0%
-1.7071965018536743
1
1.0%
-1.7060907137117982
1
1.0%
-1.575807895947043
1
1.0%
-1.5551174433888146
1
1.0%
-1.5537155172158876
1
1.0%
LARGEST VALUES
3.253829036806473
1
1.0%
2.250217369873324
1
1.0%
1.6345128779212958
1
1.0%
1.3521314672613052
1
1.0%
1.0386337773628314
1
1.0%
0.8159115871766935
1
1.0%
0.7996625670094425
1
1.0%
0.7700660655451185
1
1.0%
0.7664061246054634
1
1.0%
0.6081260930793126
1
1.0%
0.4925029972969571
1
1.0%
0.4642806156729879
1
1.0%
0.4190613553496199
1
1.0%
0.4065752747098938
1
1.0%
0.3458802295729603
1
1.0%
bucket_kurt
MISSING:
3
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_skew
-0.56
discharge_kurt
0.36
bucket_ptp
0.36
ingot_var
0.28
ingot_std
0.26
discharge_skew
-0.25
ingot_shape
0.25
ingot_ptp
0.19
mould_skew
-0.19
ingot_max
0.18
ingot_median
0.16
bucket_max
0.16
ingot_impulse
0.14
bucket_sum
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.16
MOST FREQUENT VALUES
-0.3100348691705084
1
1.1%
0.5381444244302518
1
1.1%
-0.0105118405484603
1
1.1%
0.9820022781876832
1
1.1%
3.569296892747261
1
1.1%
0.2414189362369452
1
1.1%
0.3128316315600101
1
1.1%
0.5991511196677641
1
1.1%
-0.1584951898169455
1
1.1%
-1.133575266907264
1
1.1%
-0.6329700436324162
1
1.1%
0.0490125945130892
1
1.1%
-0.4717226698897598
1
1.1%
0.7074092201985223
1
1.1%
0.2140835296086511
1
1.1%
SMALLEST VALUES
-1.568918004863821
1
1.1%
-1.3888518852846596
1
1.1%
-1.2809660812772592
1
1.1%
-1.255144921816728
1
1.1%
-1.217471374204688
1
1.1%
-1.133575266907264
1
1.1%
-1.0437066494144325
1
1.1%
-0.9695910967602468
1
1.1%
-0.8876234946300343
1
1.1%
-0.8816954394174248
1
1.1%
-0.6686786909987266
1
1.1%
-0.6656953213543981
1
1.1%
-0.6453492750471885
1
1.1%
-0.6329700436324162
1
1.1%
-0.6314312255554988
1
1.1%
LARGEST VALUES
50.6354328268298
1
1.1%
16.055663142365574
1
1.1%
14.850224239910474
1
1.1%
11.482555946894756
1
1.1%
9.097709808579983
1
1.1%
6.736250101053514
1
1.1%
6.549036260002376
1
1.1%
5.1426271897572455
1
1.1%
5.088403817927881
1
1.1%
5.004364315177883
1
1.1%
3.804819550573992
1
1.1%
3.786351348300487
1
1.1%
3.569296892747261
1
1.1%
2.9894432975081746
1
1.1%
2.584959763435865
1
1.1%
bucket_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_std
0.94
bucket_shape
0.93
mould_std
0.79
bucket_ptp
0.76
mould_ptp
0.75
mould_var
0.75
mould_shape
0.50
bucket_impulse
0.46
discharge_shape
0.44
bucket_crest
0.42
discharge_crest
0.39
discharge_impulse
0.38
mould_skew
-0.29
mould_impulse
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.11
MOST FREQUENT VALUES
0.3673807151936846
1
1.0%
572.4578515616436
1
1.0%
282.05864298242574
1
1.0%
255.03929472654616
1
1.0%
135.24655386739897
1
1.0%
364.29816895873336
1
1.0%
300.13997186186936
1
1.0%
287.4510621036377
1
1.0%
274.1789935583486
1
1.0%
333.30632544392046
1
1.0%
307.6219372334806
1
1.0%
5.822976595964906
1
1.0%
0.1202509251056947
1
1.0%
0.0957928166353514
1
1.0%
0.1228765418488471
1
1.0%
SMALLEST VALUES
0.0014976073241609
1
1.0%
0.0090869146089229
1
1.0%
0.0957928166353514
1
1.0%
0.1048741109619678
1
1.0%
0.1079434219213146
1
1.0%
0.118064170146401
1
1.0%
0.1202509251056947
1
1.0%
0.1204064934682379
1
1.0%
0.1214245852403916
1
1.0%
0.1221110921586966
1
1.0%
0.1228765418488471
1
1.0%
0.1231580333558834
1
1.0%
0.1359595119794408
1
1.0%
0.136346828584472
1
1.0%
0.1396550029709241
1
1.0%
LARGEST VALUES
18878.12457268636
1
1.0%
16995.51583197645
1
1.0%
6682.108793800288
1
1.0%
5682.394882359123
1
1.0%
959.9125265055658
1
1.0%
572.4578515616436
1
1.0%
476.03109391977335
1
1.0%
461.7602435360541
1
1.0%
364.29816895873336
1
1.0%
357.9237067641292
1
1.0%
333.30632544392046
1
1.0%
307.6219372334806
1
1.0%
300.13997186186936
1
1.0%
295.5563024697764
1
1.0%
294.8555342674108
1
1.0%
bucket_rms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_mean
1.00
bucket_median
1.00
bucket_max
0.97
discharge_median
0.97
discharge_rms
0.96
mould_mean
0.96
mould_rms
0.96
discharge_mean
0.95
mould_median
0.95
bucket_min
0.95
discharge_max
0.94
bucket_margin
-0.91
mould_min
0.89
mould_max
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.15
MOST FREQUENT VALUES
620.5457968610054
1
1.0%
545.7643732789246
1
1.0%
554.2977251177592
1
1.0%
556.0077189864732
1
1.0%
558.1667723248377
1
1.0%
552.3247873394249
1
1.0%
551.5719084085476
1
1.0%
553.5390870119618
1
1.0%
553.6057013884341
1
1.0%
547.4947706065444
1
1.0%
551.2195801845598
1
1.0%
562.4243846465423
1
1.0%
243.4877532037352
1
1.0%
243.4792161126207
1
1.0%
243.5136287447364
1
1.0%
SMALLEST VALUES
237.4675035356784
1
1.0%
237.54863896319367
1
1.0%
237.55438773989783
1
1.0%
237.5765067164904
1
1.0%
237.5904977617581
1
1.0%
237.60158908025056
1
1.0%
237.61118376084207
1
1.0%
237.6123463293114
1
1.0%
237.64353409753264
1
1.0%
237.6511312477387
1
1.0%
237.66106729200047
1
1.0%
237.7098116572405
1
1.0%
237.71613624172005
1
1.0%
237.72566631731323
1
1.0%
243.3973236541097
1
1.0%
LARGEST VALUES
620.5457968610054
1
1.0%
565.4817245983775
1
1.0%
562.4243846465423
1
1.0%
561.3381426001972
1
1.0%
559.1049907192217
1
1.0%
558.1667723248377
1
1.0%
557.6351677706916
1
1.0%
557.2280706693872
1
1.0%
557.0077211925806
1
1.0%
556.8823863225476
1
1.0%
556.8116382891716
1
1.0%
556.62581131932
1
1.0%
556.0077189864732
1
1.0%
555.7011792559505
1
1.0%
555.6893028206208
1
1.0%
bucket_ptp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_std
0.91
bucket_shape
0.81
mould_std
0.78
bucket_var
0.76
mould_var
0.76
mould_ptp
0.75
discharge_shape
0.73
discharge_crest
0.73
discharge_impulse
0.70
bucket_impulse
0.69
bucket_crest
0.67
mould_shape
0.58
discharge_std
0.49
mould_max
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.11
MOST FREQUENT VALUES
1.2115102860311708
1
1.0%
75.18216801921835
1
1.0%
56.00430575284088
1
1.0%
54.83292783114257
1
1.0%
42.81413362595799
1
1.0%
61.67101801658163
1
1.0%
58.68225886224161
1
1.0%
59.00414564783773
1
1.0%
53.4325652928743
1
1.0%
55.05901391955388
1
1.0%
55.62214170332106
1
1.0%
11.03979138360512
1
1.0%
1.5170445688454208
1
1.0%
1.5172838184931834
1
1.0%
2.134503527239815
1
1.0%
SMALLEST VALUES
0.0772370445221781
1
1.0%
0.1822158604452113
1
1.0%
0.9109102999483696
1
1.0%
1.2115102860311708
1
1.0%
1.3841965209403495
1
1.0%
1.448629571736916
1
1.0%
1.4614491919948307
1
1.0%
1.5170445688454208
1
1.0%
1.5172838184931834
1
1.0%
1.5633695419520848
1
1.0%
1.5983889430419254
1
1.0%
1.622453802796798
1
1.0%
1.6998035408512635
1
1.0%
1.7228956774855533
1
1.0%
1.734980193662011
1
1.0%
LARGEST VALUES
405.688904980048
1
1.0%
362.98889221995313
1
1.0%
309.4334542956524
1
1.0%
298.86852618584714
1
1.0%
213.2884497918677
1
1.0%
129.4364970439189
1
1.0%
76.99014576797782
1
1.0%
75.18216801921835
1
1.0%
61.67101801658163
1
1.0%
59.00414564783773
1
1.0%
58.94452228638284
1
1.0%
58.68225886224161
1
1.0%
58.3019852311644
1
1.0%
57.38742289080966
1
1.0%
57.11644521385728
1
1.0%
bucket_crest
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_impulse
1.00
discharge_impulse
0.95
discharge_shape
0.91
discharge_crest
0.83
mould_var
0.82
mould_shape
0.79
bucket_shape
0.72
mould_std
0.71
bucket_ptp
0.67
mould_ptp
0.60
mould_impulse
0.53
bucket_std
0.52
mould_crest
0.48
bucket_margin
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.02
MOST FREQUENT VALUES
1.0009953946304364
1
1.0%
1.0384337153836365
1
1.0%
1.0245844046479635
1
1.0%
1.0207513839083835
1
1.0%
1.0147320534008493
1
1.0%
1.025901557133599
1
1.0%
1.026467775641675
1
1.0%
1.0241388791458896
1
1.0%
1.024361160995803
1
1.0%
1.035496702103143
1
1.0%
1.029884602253921
1
1.0%
1.0085494881134134
1
1.0%
1.003522749951314
1
1.0%
1.0038230495879403
1
1.0%
1.005113531335616
1
1.0%
SMALLEST VALUES
1.0001527416298908
1
1.0%
1.000440658884146
1
1.0%
1.0009953946304364
1
1.0%
1.001933862372758
1
1.0%
1.0022408003363097
1
1.0%
1.0024864149333672
1
1.0%
1.002528141041706
1
1.0%
1.0028875277768432
1
1.0%
1.00317825566229
1
1.0%
1.0033487546880897
1
1.0%
1.003522749951314
1
1.0%
1.003538536857732
1
1.0%
1.003658496267926
1
1.0%
1.003671136715982
1
1.0%
1.0036965844269432
1
1.0%
LARGEST VALUES
2.314454681389178
1
1.0%
1.2010585064355193
1
1.0%
1.1887761636927976
1
1.0%
1.1003964039494307
1
1.0%
1.038513274090765
1
1.0%
1.0384337153836365
1
1.0%
1.035496702103143
1
1.0%
1.0354587428855646
1
1.0%
1.0354081860929516
1
1.0%
1.03020633362563
1
1.0%
1.029884602253921
1
1.0%
1.029555938950381
1
1.0%
1.0295351805593582
1
1.0%
1.0287018896758489
1
1.0%
1.0279755706637803
1
1.0%
bucket_shape
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_var
0.93
mould_var
0.90
bucket_std
0.90
mould_std
0.88
bucket_ptp
0.81
mould_ptp
0.80
bucket_impulse
0.74
bucket_crest
0.72
mould_shape
0.70
discharge_shape
0.68
discharge_impulse
0.65
discharge_crest
0.60
mould_impulse
0.42
mould_crest
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.08
MOST FREQUENT VALUES
1.0000003180150192
1
1.0%
1.00095718899985
1
1.0%
1.0004563034573746
1
1.0%
1.000410682326473
1
1.0%
1.0002128662132888
1
1.0%
1.0005944910221682
1
1.0%
1.0004908654961069
1
1.0%
1.0004669276931335
1
1.0%
1.0004447517592747
1
1.0%
1.0005515086757977
1
1.0%
1.0005028477890907
1
1.0%
1.0000090605224978
1
1.0%
1.0000010035920492
1
1.0%
1.0000008034020678
1
1.0%
1.000001028679001
1
1.0%
SMALLEST VALUES
1.000000008426459
1
1.0%
1.0000000511005651
1
1.0%
1.0000003180150192
1
1.0%
1.0000008034020678
1
1.0%
1.0000008710386037
1
1.0%
1.0000009026392478
1
1.0%
1.0000009755703774
1
1.0%
1.000000989656858
1
1.0%
1.0000009928415003
1
1.0%
1.0000010035920492
1
1.0%
1.0000010143359948
1
1.0%
1.0000010222440945
1
1.0%
1.000001028679001
1
1.0%
1.000001103721678
1
1.0%
1.0000011217966098
1
1.0%
LARGEST VALUES
1.0482539730306275
1
1.0%
1.0452146470000714
1
1.0%
1.0425371836647896
1
1.0%
1.009673705337528
1
1.0%
1.001694075506432
1
1.0%
1.00095718899985
1
1.0%
1.0008428936826532
1
1.0%
1.0007855373122956
1
1.0%
1.0005944910221682
1
1.0%
1.0005872134501728
1
1.0%
1.0005515086757977
1
1.0%
1.0005044118813398
1
1.0%
1.0005028477890907
1
1.0%
1.0004908654961069
1
1.0%
1.000480043016387
1
1.0%
bucket_impulse
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_crest
1.00
discharge_impulse
0.94
discharge_shape
0.91
mould_var
0.84
discharge_crest
0.83
mould_shape
0.80
bucket_shape
0.74
mould_std
0.73
bucket_ptp
0.69
mould_ptp
0.62
bucket_std
0.55
mould_impulse
0.53
mould_crest
0.49
bucket_var
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.01
MOST FREQUENT VALUES
1.000995712962006
1
1.0%
1.0394276927130752
1
1.0%
1.0250519260541766
1
1.0%
1.0211705884614772
1
1.0%
1.0149480555705594
1
1.0%
1.0265114463989435
1
1.0%
1.0269716332556027
1
1.0%
1.0246170779501775
1
1.0%
1.0248167474242884
1
1.0%
1.0360677875181128
1
1.0%
1.030402477449183
1
1.0%
1.0085586260987407
1
1.0%
1.003523757078767
1
1.0%
1.003823856061454
1
1.0%
1.0051145652747997
1
1.0%
SMALLEST VALUES
1.000152750057637
1
1.0%
1.000440710007229
1
1.0%
1.000995712962006
1
1.0%
1.0019350079375828
1
1.0%
1.0022416733267363
1
1.0%
1.0024875213993552
1
1.0%
1.0025291190784629
1
1.0%
1.0028901082011383
1
1.0%
1.0031797104709723
1
1.0%
1.0033497803554283
1
1.0%
1.003523757078767
1
1.0%
1.003539805096319
1
1.0%
1.0036596639957511
1
1.0%
1.0036724382614934
1
1.0%
1.0036974904028733
1
1.0%
LARGEST VALUES
2.419101932805853
1
1.0%
1.2521481527159248
1
1.0%
1.2461393366350828
1
1.0%
1.111041314515713
1
1.0%
1.0394276927130752
1
1.0%
1.0389560049484807
1
1.0%
1.0371622457401708
1
1.0%
1.0360677875181128
1
1.0%
1.0359546764740957
1
1.0%
1.030688268470887
1
1.0%
1.030402477449183
1
1.0%
1.0300173117783586
1
1.0%
1.0299371207862995
1
1.0%
1.029509973393418
1
1.0%
1.0284057051870708
1
1.0%
bucket_margin
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bucket_median
-0.92
bucket_mean
-0.92
bucket_rms
-0.91
mould_median
-0.90
discharge_median
-0.89
bucket_min
-0.88
discharge_mean
-0.87
mould_mean
-0.87
discharge_rms
-0.87
mould_min
-0.86
mould_rms
-0.86
discharge_max
-0.81
bucket_max
-0.79
mould_margin
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
0.15
MOST FREQUENT VALUES
0.0016130896967752
1
1.0%
0.0019063586272879
1
1.0%
0.0018501242460884
1
1.0%
0.0018373665154086
1
1.0%
0.0018187469302257
1
1.0%
0.0018596335376974
1
1.0%
0.0018628137556178
1
1.0%
0.0018518936134614
1
1.0%
0.0018519905663982
1
1.0%
0.0018934229942382
1
1.0%
0.0018702539788439
1
1.0%
0.0017932504203221
1
1.0%
0.0041214588865483
1
1.0%
0.0041228351173567
1
1.0%
0.0041275537816762
1
1.0%
SMALLEST VALUES
0.0016130896967752
1
1.0%
0.0017749004011076
1
1.0%
0.0017880595202835
1
1.0%
0.0017932504203221
1
1.0%
0.0018011987534601
1
1.0%
0.0018037148844009
1
1.0%
0.0018085938859246
1
1.0%
0.001808721130637
1
1.0%
0.0018187469302257
1
1.0%
0.0018199212287092
1
1.0%
0.0018279435740762
1
1.0%
0.0018296175210619
1
1.0%
0.0018337393175009
1
1.0%
0.0018355546722756
1
1.0%
0.0018373665154086
1
1.0%
LARGEST VALUES
0.0090246378837175
1
1.0%
0.0042669697203212
1
1.0%
0.0042620405720536
1
1.0%
0.0042606831108553
1
1.0%
0.0042550568102513
1
1.0%
0.0042531935114548
1
1.0%
0.0042526739062919
1
1.0%
0.0042512123426917
1
1.0%
0.0042503454073264
1
1.0%
0.0042497179514554
1
1.0%
0.0042494791473217
1
1.0%
0.0042485897149664
1
1.0%
0.0042482377542093
1
1.0%
0.0042417872641489
1
1.0%
0.0042406027339677
1
1.0%
final label
MISSING:
---
TOP CATEGORIES
B
83
85%
A
15
15%
ALL
98
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
final label
PROVIDES INFORMATION ON...

THESE FEATURES
GIVE INFORMATION
ON final label:

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
final label
CORRELATION RATIO WITH...
ingot_sum
0.29
mould_max
0.26
ingot_skew
0.24
ingot_margin
0.23
ingot_mean
0.22
ingot_rms
0.22
ingot_median
0.21
mould_crest
0.20
discharge_sum
0.20
mould_sum
0.20
mould_ptp
0.20
mould_impulse
0.19
mould_rms
0.19
oil_pressure_margin
0.19